ljvmiranda921 commited on 6 days ago

Commit

9e0f247

verified ·

1 Parent(s): 0706e93

Update spaCy pipeline

Browse files

Files changed (19) hide show

.gitattributes +2 -0
README.md +11 -51
config.cfg +45 -21
meta.json +1082 -81
morphologizer/cfg +847 -144
morphologizer/model +0 -0
ner/model +2 -2
parser/model +2 -2
parser/moves +1 -1
tagger/cfg +614 -3
tagger/model +0 -0
tl_calamancy_md-any-py3-none-any.whl +3 -0
tok2vec/model +2 -2
trainable_lemmatizer/cfg +1639 -0
trainable_lemmatizer/model +3 -0
trainable_lemmatizer/trees +0 -0
vocab/strings.json +0 -0
vocab/vectors +2 -2
vocab/vectors.cfg +2 -1

.gitattributes CHANGED Viewed

@@ -38,3 +38,5 @@ parser/model filter=lfs diff=lfs merge=lfs -text
 tl_calamancy_md-0.1.0-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
 tok2vec/model filter=lfs diff=lfs merge=lfs -text
 vocab/vectors filter=lfs diff=lfs merge=lfs -text

 tl_calamancy_md-0.1.0-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
 tok2vec/model filter=lfs diff=lfs merge=lfs -text
 vocab/vectors filter=lfs diff=lfs merge=lfs -text
+tl_calamancy_md-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
+trainable_lemmatizer/model filter=lfs diff=lfs merge=lfs -text

README.md CHANGED Viewed

@@ -5,42 +5,18 @@ tags:
 language:
 - tl
 license: mit
-datasets:
-- ljvmiranda921/tlunified-ner
-library_name: spacy
-pipeline_tag: token-classification
-model-index:
-  - name: >-
-      Medium-sized calamanCy pipeline by L.J. Miranda
-    results:
-      - task:
-          type: token-classification
-          name: Named Entity Recognition
-        dataset:
-          type: tlunified-ner
-          name: TLUnified-NER
-          split: test
-          revision: 3f7dab9d232414ec6204f8d6934b9a35f90a254f
-        metrics:
-          - type: f1
-            value: 0.8767
-            name: F1
 ---
 calamanCy: Tagalog NLP pipelines in spaCy
-Paper: arxiv.org/abs/2311.07171
-Also uses hash embeddings from https://arxiv.org/abs/2212.09255
 | Feature | Description |
 | --- | --- |
 | **Name** | `tl_calamancy_md` |
-| **Version** | `0.1.0` |
-| **spaCy** | `>=3.5.0,<4.0.0` |
-| **Default Pipeline** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `ner` |
-| **Components** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `ner` |
-| **Vectors** | -1 keys, 50000 unique vectors (200 dimensions) |
-| **Sources** | [TLUnified dataset](https://aclanthology.org/2022.lrec-1.703/) (Jan Christian Blaise Cruz and Charibeth Cheng)<br />[UD_Tagalog-TRG](https://universaldependencies.org/treebanks/tl_trg/index.html) (Stephanie Samson, Daniel Zeman, and Mary Ann C. Tan)<br />[UD_Tagalog-Ugnayan](https://universaldependencies.org/treebanks/tl_ugnayan/index.html) (Angelina Aquino) |
 | **License** | `MIT` |
 | **Author** | [Lester James V. Miranda](https://github.com/ljvmiranda921/calamanCy) |
@@ -48,29 +24,13 @@ Also uses hash embeddings from https://arxiv.org/abs/2212.09255
 <details>
-<summary>View label scheme (120 labels for 4 components)</summary>
 | Component | Labels |
 | --- | --- |
-| **`tagger`** | `ADJ`, `ADJ_PART`, `ADP`, `ADV`, `ADV_PART`, `AUX`, `CCONJ`, `DET`, `DET_ADP`, `DET_PART`, `INTJ`, `NOUN`, `NOUN_PART`, `NUM`, `NUM_PART`, `PART`, `PRON`, `PRON_PART`, `PROPN`, `PUNCT`, `SCONJ`, `VERB`, `VERB_PART` |
-| **`morphologizer`** | `Aspect=Perf\|Mood=Ind\|POS=VERB\|Voice=Act`, `Case=Nom\|POS=ADP`, `POS=NOUN`, `POS=PUNCT`, `Aspect=Perf\|Mood=Ind\|POS=VERB\|Voice=Pass`, `Case=Gen\|POS=ADP`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Aspect=Imp\|Mood=Ind\|POS=VERB\|Voice=Act`, `POS=ADV\|PronType=Dem`, `Foreign=Yes\|POS=NOUN`, `Degree=Pos\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Deixis=Med\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Masc\|POS=PROPN`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Degree=Pos\|Link=Yes\|POS=ADJ`, `POS=ADP`, `Case=Dat\|POS=ADP`, `POS=VERB\|Polarity=Pos`, `Aspect=Hab\|POS=VERB`, `POS=SCONJ`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Aspect=Prosp\|Mood=Ind\|POS=VERB\|Voice=Act`, `POS=ADV`, `POS=PART\|Polarity=Neg`, `Aspect=Imp\|Mood=Ind\|POS=VERB\|Voice=Pass`, `Aspect=Perf\|Mood=Ind\|POS=VERB\|Voice=Lfoc`, `POS=PROPN`, `Case=Nom\|Deixis=Prox\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Masc\|POS=NOUN`, `Gender=Fem\|POS=NOUN`, `Degree=Pos\|Gender=Fem\|POS=ADJ`, `Gender=Fem\|POS=PROPN`, `Case=Nom\|Clusivity=In\|Number=Dual\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PRON\|PronType=Prs\|Reflex=Yes`, `Gender=Masc\|POS=DET\|PronType=Emp`, `Case=Nom\|POS=PRON\|PronType=Int`, `Link=Yes\|POS=NOUN`, `POS=PART\|PartType=Int`, `POS=INTJ\|Polarity=Pos`, `Link=Yes\|POS=PART\|PartType=Int`, `POS=VERB\|Polarity=Neg`, `Degree=Pos\|POS=ADJ\|PronType=Int`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Aspect=Perf\|Mood=Ind\|POS=VERB\|PronType=Int\|Voice=Act`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Aspect=Perf\|Mood=Ind\|POS=VERB\|PronType=Int\|Voice=Pass`, `Aspect=Perf\|Mood=Ind\|POS=VERB\|Voice=Ifoc`, `POS=ADV\|PronType=Int`, `Aspect=Prog\|Mood=Ind\|POS=VERB\|Voice=Act`, `POS=PART\|PartType=Nfh`, `Deixis=Remt\|POS=ADV\|PronType=Dem`, `Aspect=Imp\|Mood=Pot\|POS=VERB\|Voice=Act`, `Link=Yes\|POS=VERB\|Polarity=Pos`, `Link=Yes\|POS=VERB\|Polarity=Neg`, `POS=PART\|PartType=Des`, `Mood=Imp\|POS=AUX\|Polarity=Neg`, `Case=Nom\|Link=Yes\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Nom\|Link=Yes\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Aspect=Prog\|Mood=Ind\|POS=VERB\|Voice=Pass`, `Aspect=Prog\|Mood=Ind\|POS=VERB\|Voice=Lfoc`, `Aspect=Prog\|Mood=Ind\|POS=VERB\|Voice=Bfoc`, `POS=DET\|PronType=Tot`, `Case=Dat\|Link=Yes\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Link=Yes\|POS=PRON\|PronType=Prs\|Reflex=Yes`, `Mood=Imp\|POS=VERB\|Voice=Act`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Imp\|POS=VERB\|Voice=Lfoc`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Imp\|POS=VERB\|Voice=Pass`, `Case=Gen\|Clusivity=In\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Aspect=Hab\|POS=VERB\|Voice=Pass`, `Gender=Masc\|Link=Yes\|POS=PROPN`, `Case=Gen\|Link=Yes\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Link=Yes\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `POS=ADJ`, `POS=PART`, `POS=PRON`, `POS=VERB`, `POS=INTJ`, `POS=CCONJ`, `POS=NUM`, `POS=DET` |
-| **`parser`** | `ROOT`, `advmod`, `case`, `dep`, `nmod`, `nsubj`, `obj`, `obl`, `punct` |
 | **`ner`** | `LOC`, `ORG`, `PER` |
-</details>
-### Citation
-```
-@inproceedings{miranda-2023-calamancy,
-    title = "calaman{C}y: A {T}agalog Natural Language Processing Toolkit",
-    author = "Miranda, Lester James",
-    booktitle = "Proceedings of the 3rd Workshop for Natural Language Processing Open Source Software (NLP-OSS 2023)",
-    month = dec,
-    year = "2023",
-    address = "Singapore, Singapore",
-    publisher = "Empirical Methods in Natural Language Processing",
-    url = "https://aclanthology.org/2023.nlposs-1.1",
-    pages = "1--7",
-}
-```

 language:
 - tl
 license: mit
 ---
 calamanCy: Tagalog NLP pipelines in spaCy
 | Feature | Description |
 | --- | --- |
 | **Name** | `tl_calamancy_md` |
+| **Version** | `0.2.0` |
+| **spaCy** | `>=3.8.3` |
+| **Default Pipeline** | `tok2vec`, `trainable_lemmatizer`, `tagger`, `morphologizer`, `parser`, `ner` |
+| **Components** | `tok2vec`, `trainable_lemmatizer`, `tagger`, `morphologizer`, `parser`, `ner` |
+| **Vectors** | -1 keys, 200000 unique vectors (200 dimensions) |
+| **Sources** | [TLUnified NER Dataset](https://aclanthology.org/2023.sealp-1.2/) (Lester James V. Miranda)<br>[UD NewsCrawl](https://huggingface.co/datasets/UD-Filipino/UD_Tagalog-NewsCrawl) (Angelina Aquino and Lester James V. Miranda and Elsie Or)<br>[TLUnified dataset](https://aclanthology.org/2022.lrec-1.703/) (Jan Christian Blaise Cruz and Charibeth Cheng)<br>[UD_Tagalog-TRG](https://universaldependencies.org/treebanks/tl_trg/index.html) (Stephanie Samson, Daniel Zeman, and Mary Ann C. Tan)<br>[UD_Tagalog-Ugnayan](https://universaldependencies.org/treebanks/tl_ugnayan/index.html) (Angelina Aquino) |
 | **License** | `MIT` |
 | **Author** | [Lester James V. Miranda](https://github.com/ljvmiranda921/calamanCy) |
 <details>
+<summary>View label scheme (1106 labels for 4 components)</summary>
 | Component | Labels |
 | --- | --- |
+| **`tagger`** | `ADJ`, `ADJ_ADP__Case=Gen`, `ADJ_CCONJ`, `ADJ_CCONJ__Degree=Abs`, `ADJ_PART`, `ADJ_PART_ADJ`, `ADJ_PART_ADJ_PART__Degree=Abs`, `ADJ_PART_ADJ__Degree=Abs`, `ADJ_PART__Aspect=Imp\|Mood=Ind\|Voice=Act`, `ADJ_PART__Aspect=Imp\|Mood=Pot\|Voice=Pass`, `ADJ_PART__Aspect=Perf\|Mood=Ind\|Voice=Pass`, `ADJ_PART__Case=Gen\|Deixis=Remt\|PronType=Dem`, `ADJ_PART__Case=Nom\|Number=Plur\|Person=2\|PronType=Prs`, `ADJ_PART__Degree=Abs`, `ADJ_PART__Degree=Sup`, `ADJ_PART__Degree=Sup\|NumType=Ord`, `ADJ_PART__Degree=Sup\|Typo=Yes`, `ADJ_PART__Deixis=Prox\|PronType=Dem`, `ADJ_PART__NumType=Card`, `ADJ_PART__NumType=Frac`, `ADJ_PART__NumType=Ord`, `ADJ_PART__NumType=Ord\|Typo=Yes`, `ADJ_PART__Polarity=Neg`, `ADJ_PART__Typo=Yes`, `ADJ_X`, `ADJ__Abbr=Yes`, `ADJ__Aspect=Imp\|Mood=Ind\|Voice=Act`, `ADJ__Aspect=Imp\|Mood=Ind\|Voice=Pass`, `ADJ__Aspect=Imp\|Mood=Pot\|Voice=Act`, `ADJ__Aspect=Imp\|Mood=Pot\|Voice=Lfoc`, `ADJ__Aspect=Imp\|Mood=Pot\|Voice=Pass`, `ADJ__Aspect=Perf\|Mood=Ind\|Voice=Act`, `ADJ__Case=Dat\|Clusivity=Ex\|Number=Plur\|Person=1\|PronType=Prs`, `ADJ__Case=Dat\|Number=Sing\|Person=2\|PronType=Prs`, `ADJ__Case=Gen\|Deixis=Remt\|PronType=Dem`, `ADJ__Case=Nom\|Clusivity=In\|Number=Dual\|Person=1\|PronType=Prs`, `ADJ__Case=Nom\|Number=Plur\|Person=2\|PronType=Prs`, `ADJ__Degree=Abs`, `ADJ__Degree=Cmp`, `ADJ__Degree=Equ`, `ADJ__Degree=Sup`, `ADJ__NumType=Card`, `ADJ__NumType=Dist`, `ADJ__NumType=Ord`, `ADJ__Polarity=Neg`, `ADJ__PronType=Int`, `ADJ__Typo=Yes`, `ADP`, `ADP_ADP`, `ADP_CCONJ`, `ADP_PART`, `ADP_PART__Case=Gen\|Deixis=Prox\|PronType=Dem`, `ADP_PART__Case=Gen\|Deixis=Remt\|PronType=Dem`, `ADP_PRON_PART__Case=Dat,Loc\|Number=Sing\|Person=2\|PronType=Prs`, `ADP_PRON__Case=Dat,Loc\|Clusivity=In\|Number=Plur\|Person=1\|PronType=Prs`, `ADP_PRON__Case=Dat,Loc\|Number=Sing\|Person=2\|PronType=Prs`, `ADP_PRON__Case=Dat\|Number=Sing\|Person=1\|PronType=Prs`, `ADP_PRON__Case=Loc`, `ADP__Aspect=Imp\|Mood=Pot\|Voice=Act`, `ADP__Aspect=Imp\|Mood=Pot\|Voice=Pass`, `ADP__Aspect=Perf\|Mood=Ind\|Voice=Act`, `ADP__Aspect=Perf\|Mood=Ind\|Voice=Pass`, `ADP__Case=Dat`, `ADP__Case=Dat\|Number=Plur`, `ADP__Case=Dat\|Number=Sing`, `ADP__Case=Dat\|Typo=Yes`, `ADP__Case=Gen`, `ADP__Case=Gen\|Clusivity=In\|Number=Plur\|Person=1\|PronType=Prs`, `ADP__Case=Gen\|Number=Plur`, `ADP__Case=Gen\|Number=Plur\|Person=3\|PronType=Prs`, `ADP__Case=Gen\|Number=Plur\|Typo=Yes`, `ADP__Case=Gen\|Number=Sing`, `ADP__Case=Gen\|Number=Sing\|Typo=Yes`, `ADP__Case=Gen\|Typo=Yes`, `ADP__Case=Loc`, `ADP__Case=Loc\|Number=Plur\|Typo=Yes`, `ADP__Case=Loc\|Typo=Yes`, `ADP__Case=Nom`, `ADP__Case=Nom\|Number=Plur`, `ADP__Case=Nom\|Number=Sing`, `ADP__Case=Nom\|Typo=Yes`, `ADP__NumType=Dist`, `ADP__Polarity=Neg`, `ADP__Typo=Yes`, `ADV`, `ADV_ADP`, `ADV_ADP__Case=Gen`, `ADV_ADV`, `ADV_CCONJ`, `ADV_DET`, `ADV_DET__Case=Loc\|PronType=Int`, `ADV_DET__Case=Nom`, `ADV_DET__Number=Sing`, `ADV_PART`, `ADV_PART__Aspect=Imp\|Mood=Pot\|Voice=Pass`, `ADV_PART__Aspect=Perf\|Mood=Ind\|Voice=Pass`, `ADV_PART__Case=Dat\|Number=Sing\|Person=2\|PronType=Prs`, `ADV_PART__Case=Dat\|Number=Sing\|Person=3\|PronType=Prs`, `ADV_PART__Case=Gen`, `ADV_PART__Case=Gen\|Deixis=Med\|PronType=Dem`, `ADV_PART__Case=Gen\|Deixis=Prox\|PronType=Dem`, `ADV_PART__Case=Gen\|Deixis=Remt\|PronType=Dem`, `ADV_PART__Case=Gen\|Deixis=Remt\|PronType=Dem\|Typo=Yes`, `ADV_PART__Case=Gen\|Typo=Yes`, `ADV_PART__Case=Loc`, `ADV_PART__Case=Loc\|PronType=Int`, `ADV_PART__Case=Nom\|Deixis=Remt\|PronType=Dem`, `ADV_PART__Case=Nom\|Number=Plur\|Person=2\|PronType=Prs`, `ADV_PART__Case=Nom\|Number=Sing\|Person=3\|PronType=Prs`, `ADV_PART__Deixis=Med\|PronType=Dem`, `ADV_PART__Deixis=Prox\|PronType=Dem`, `ADV_PART__Deixis=Prox\|PronType=Dem\|Typo=Yes`, `ADV_PART__Deixis=Remt\|PronType=Dem`, `ADV_PART__NumType=Card`, `ADV_PART__NumType=Dist`, `ADV_PART__NumType=Ord`, `ADV_PART__PartType=Int\|Polarity=Neg`, `ADV_PART__Polarity=Neg`, `ADV_PART__PronType=Int`, `ADV_PART__Typo=Yes`, `ADV_VERB_PART__Aspect=Imp\|Mood=Ind\|Polarity=Neg\|Voice=Pass`, `ADV_X`, `ADV__Abbr=Yes`, `ADV__Abbr=Yes\|Polarity=Neg`, `ADV__Aspect=Imp\|Mood=Ind\|Voice=Act`, `ADV__Aspect=Imp\|Mood=Ind\|Voice=Pass`, `ADV__Aspect=Imp\|Mood=Pot\|Voice=Act`, `ADV__Aspect=Imp\|Mood=Pot\|Voice=Lfoc`, `ADV__Aspect=Imp\|Mood=Pot\|Voice=Pass`, `ADV__Aspect=Perf\|Mood=Ind\|Voice=Act`, `ADV__Aspect=Perf\|Mood=Ind\|Voice=Pass`, `ADV__Case=Dat\|Number=Sing\|Person=3\|PronType=Prs`, `ADV__Case=Gen`, `ADV__Case=Gen\|Deixis=Prox\|PronType=Dem`, `ADV__Case=Gen\|Deixis=Remt\|PronType=Dem`, `ADV__Case=Gen\|Deixis=Remt\|PronType=Dem\|Typo=Yes`, `ADV__Case=Gen\|Number=Sing`, `ADV__Case=Gen\|Number=Sing\|Person=2\|PronType=Prs`, `ADV__Case=Gen\|Typo=Yes`, `ADV__Case=Loc`, `ADV__Case=Loc\|Deixis=Med\|PronType=Dem`, `ADV__Case=Loc\|Deixis=Prox\|PronType=Dem`, `ADV__Case=Loc\|Deixis=Remt\|PronType=Dem`, `ADV__Case=Loc\|PronType=Int`, `ADV__Case=Loc\|PronType=Int\|Typo=Yes`, `ADV__Case=Nom\|Deixis=Remt\|PronType=Dem`, `ADV__Case=Nom\|PronType=Ind`, `ADV__Case=Nom\|PronType=Int`, `ADV__Degree=Abs`, `ADV__Degree=Cmp`, `ADV__Degree=Equ`, `ADV__Degree=Sup`, `ADV__Deixis=Med\|PronType=Dem`, `ADV__Deixis=Prox\|PronType=Dem`, `ADV__Deixis=Remt\|PronType=Dem`, `ADV__NumType=Card`, `ADV__NumType=Dist`, `ADV__NumType=Ord`, `ADV__NumType=Sets`, `ADV__Number=Plur`, `ADV__PartType=Int`, `ADV__Polarity=Neg`, `ADV__Polarity=Neg\|Typo=Yes`, `ADV__PronType=Ind`, `ADV__PronType=Int`, `ADV__Typo=Yes`, `Aspect=Imp\|Mood=Ind\|Voice=Lfoc`, `CCONJ`, `CCONJ_ADV__Polarity=Neg`, `CCONJ_CCONJ`, `CCONJ__Case=Loc\|Deixis=Prox\|PronType=Dem`, `CCONJ__PronType=Int`, `CCONJ__Typo=Yes`, `DET`, `DET_PART`, `DET_PART__Case=Gen\|Deixis=Prox\|PronType=Dem`, `DET_PART__Case=Nom\|Deixis=Remt\|PronType=Dem`, `DET__Aspect=Imp\|Mood=Pot\|Voice=Pass`, `DET__Case=Gen\|Number=Sing`, `DET__Case=Gen\|Number=Sing\|Typo=Yes`, `DET__Case=Gen\|Typo=Yes`, `DET__Case=Loc\|Deixis=Prox\|PronType=Dem`, `DET__Case=Loc\|Deixis=Remt\|PronType=Dem`, `DET__Case=Nom`, `DET__Case=Nom\|Number=Plur`, `DET__Case=Nom\|Number=Plur\|Typo=Yes`, `DET__Case=Nom\|Number=Sing`, `DET__Case=Nom\|Number=Sing\|Typo=Yes`, `DET__Case=Nom\|Typo=Yes`, `DET__NumType=Card`, `DET__Number=Plur`, `DET__Number=Plur\|Typo=Yes`, `DET__Typo=Yes`, `INTJ`, `INTJ_PART`, `INTJ__NumType=Ord`, `INTJ__Polite=Form`, `NOUN`, `NOUN_ADP`, `NOUN_CCONJ`, `NOUN_CCONJ__Case=Nom\|Deixis=Prox\|PronType=Dem`, `NOUN_CCONJ__NumType=Ord`, `NOUN_DET__Case=Nom`, `NOUN_NOUN_PART`, `NOUN_PART`, `NOUN_PART__Aspect=Imp\|Mood=Pot\|Voice=Act`, `NOUN_PART__Aspect=Imp\|Mood=Pot\|Voice=Lfoc`, `NOUN_PART__Aspect=Imp\|Mood=Pot\|Voice=Pass`, `NOUN_PART__Case=Dat\|Number=Sing\|Person=3\|PronType=Prs`, `NOUN_PART__Case=Gen`, `NOUN_PART__Case=Gen\|Number=Plur\|Person=3\|PronType=Prs`, `NOUN_PART__Case=Loc`, `NOUN_PART__Case=Nom\|Clusivity=Ex\|Number=Plur\|Person=1\|PronType=Prs`, `NOUN_PART__Case=Nom\|Number=Plur\|Person=2\|PronType=Prs`, `NOUN_PART__Case=Nom\|Number=Sing\|Person=1\|PronType=Prs`, `NOUN_PART__Case=Nom\|Number=Sing\|Person=3\|PronType=Prs`, `NOUN_PART__Case=Nom\|PronType=Ind`, `NOUN_PART__Degree=Sup`, `NOUN_PART__NumType=Card`, `NOUN_PART__NumType=Ord`, `NOUN_PART__PronType=Int`, `NOUN_PART__Typo=Yes`, `NOUN_X`, `NOUN__Abbr=Yes`, `NOUN__Aspect=Imp\|Mood=Ind\|Voice=Act`, `NOUN__Aspect=Imp\|Mood=Ind\|Voice=Bfoc`, `NOUN__Aspect=Imp\|Mood=Ind\|Voice=Lfoc`, `NOUN__Aspect=Imp\|Mood=Ind\|Voice=Pass`, `NOUN__Aspect=Imp\|Mood=Pot\|Voice=Act`, `NOUN__Aspect=Imp\|Mood=Pot\|Voice=Bfoc`, `NOUN__Aspect=Imp\|Mood=Pot\|Voice=Cau`, `NOUN__Aspect=Imp\|Mood=Pot\|Voice=Lfoc`, `NOUN__Aspect=Imp\|Mood=Pot\|Voice=Pass`, `NOUN__Aspect=Perf\|Mood=Ind\|Voice=Act`, `NOUN__Aspect=Perf\|Mood=Ind\|Voice=Lfoc`, `NOUN__Aspect=Perf\|Mood=Ind\|Voice=Pass`, `NOUN__Aspect=Perf\|Mood=Pot\|Voice=Act`, `NOUN__Aspect=Perf\|Mood=Pot\|Voice=Pass`, `NOUN__Case=Dat\|Clusivity=Ex\|Number=Plur\|Person=1\|PronType=Prs`, `NOUN__Case=Dat\|Clusivity=In\|Number=Plur\|Person=1\|PronType=Prs`, `NOUN__Case=Dat\|Number=Sing`, `NOUN__Case=Dat\|Number=Sing\|Person=1\|PronType=Prs`, `NOUN__Case=Dat\|Number=Sing\|Person=2\|PronType=Prs`, `NOUN__Case=Dat\|Number=Sing\|Person=3\|PronType=Prs`, `NOUN__Case=Gen`, `NOUN__Case=Gen\|Number=Plur\|Person=2\|PronType=Prs`, `NOUN__Case=Gen\|Number=Sing\|Person=1\|PronType=Prs`, `NOUN__Case=Gen\|Number=Sing\|Person=3\|PronType=Prs`, `NOUN__Case=Loc`, `NOUN__Case=Loc\|Deixis=Prox\|PronType=Dem`, `NOUN__Case=Loc\|Deixis=Remt\|PronType=Dem`, `NOUN__Case=Loc\|PronType=Int`, `NOUN__Case=Loc\|Typo=Yes`, `NOUN__Case=Nom\|Deixis=Med\|PronType=Dem`, `NOUN__Case=Nom\|Deixis=Prox\|PronType=Dem`, `NOUN__Case=Nom\|Deixis=Remt\|PronType=Dem`, `NOUN__Case=Nom\|Number=Dual\|Person=2\|PronType=Prs`, `NOUN__Case=Nom\|Number=Plur\|Person=1\|PronType=Prs`, `NOUN__Case=Nom\|Number=Plur\|Person=2\|PronType=Prs`, `NOUN__Case=Nom\|Number=Sing\|Person=1\|PronType=Prs`, `NOUN__Case=Nom\|Number=Sing\|Person=3\|PronType=Prs`, `NOUN__Case=Nom\|PronType=Ind`, `NOUN__Deixis=Remt\|PronType=Dem`, `NOUN__NumType=Card`, `NOUN__NumType=Frac`, `NOUN__NumType=Ord`, `NOUN__NumType=Sets`, `NOUN__Number=Plur`, `NOUN__Polarity=Neg`, `NOUN__PronType=Int`, `NOUN__Typo=Yes`, `NUM`, `NUM_CCONJ`, `NUM_CCONJ__NumType=Card`, `NUM_DET__NumType=Card\|Typo=Yes`, `NUM_NOUN__NumType=Card`, `NUM_PART`, `NUM_PART__Case=Gen\|Deixis=Prox\|PronType=Dem`, `NUM_PART__Case=Nom\|Deixis=Prox\|PronType=Dem`, `NUM_PART__Case=Nom\|Deixis=Remt\|PronType=Dem`, `NUM_PART__Deixis=Prox\|PronType=Dem`, `NUM_PART__NumType=Card`, `NUM_PART__NumType=Dist`, `NUM_PART__NumType=Ord`, `NUM_PART__PronType=Int`, `NUM_PUNCT_NOUN__NumType=Card`, `NUM__Abbr=Yes\|NumType=Card`, `NUM__Aspect=Imp\|Mood=Ind\|Voice=Act`, `NUM__Case=Dat\|Clusivity=Ex\|Number=Plur\|Person=1\|PronType=Prs`, `NUM__Deixis=Prox\|PronType=Dem`, `NUM__NumType=Card`, `NUM__NumType=Card\|PronType=Int`, `NUM__NumType=Dist`, `NUM__NumType=Frac`, `NUM__NumType=Ord`, `NUM__NumType=Sets`, `NUM__PronType=Int`, `NumType=Ord`, `NumType=Ord__NumType=Ord`, `PART`, `PART_CCONJ`, `PART_CCONJ__PartType=Int`, `PART_DET__PartType=Int`, `PART_PART`, `PART_PART__PartType=Int`, `PART_PART__Polite=Form`, `PART__Aspect=Perf\|Mood=Ind\|Voice=Pass`, `PART__Case=Gen`, `PART__Case=Gen\|Number=Sing`, `PART__Case=Gen\|Typo=Yes`, `PART__Case=Loc`, `PART__Case=Nom\|Number=Plur`, `PART__Case=Nom\|Typo=Yes`, `PART__PartType=Int`, `PART__Polite=Form`, `PART__Polite=Form\|Typo=Yes`, `PART__Typo=Yes`, `PRON`, `PRON_ADP__Case=Dat,Gen\|Number=Plur\|Person=3\|PronType=Prs`, `PRON_ADV`, `PRON_ADV__Case=Dat\|Number=Sing\|Person=3\|PronType=Prs`, `PRON_ADV__Case=Gen\|Deixis=Prox\|PronType=Dem`, `PRON_AUX`, `PRON_CCONJ`, `PRON_DET__Abbr=Yes\|Case=Nom\|Number=Sing\|Person=3\|PronType=Prs`, `PRON_DET__Case=Gen,Nom\|Number=Sing\|Person=3\|PronType=Prs`, `PRON_DET__Case=Gen\|Number=Sing\|Person=3\|PronType=Prs`, `PRON_DET__Case=Nom\|Number=Sing\|Person=1\|PronType=Prs`, `PRON_DET__Case=Nom\|Number=Sing\|Person=3\|PronType=Prs`, `PRON_DET__Case=Nom\|PronType=Int`, `PRON_DET__PronType=Int`, `PRON_PART`, `PRON_PART__Aspect=Imp\|Mood=Pot\|Voice=Pass`, `PRON_PART__Aspect=Perf\|Mood=Ind\|Voice=Act`, `PRON_PART__Case=Dat\|Clusivity=Ex\|Number=Plur\|Person=1\|PronType=Prs`, `PRON_PART__Case=Dat\|Clusivity=In\|Number=Plur\|Person=1\|PronType=Prs`, `PRON_PART__Case=Dat\|Number=Plur\|Person=2\|PronType=Prs`, `PRON_PART__Case=Dat\|Number=Plur\|Person=3\|PronType=Prs`, `PRON_PART__Case=Dat\|Number=Plur\|Person=3\|PronType=Prs\|Typo=Yes`, `PRON_PART__Case=Dat\|Number=Sing\|Person=1\|PronType=Prs`, `PRON_PART__Case=Dat\|Number=Sing\|Person=2\|PronType=Prs`, `PRON_PART__Case=Dat\|Number=Sing\|Person=3\|PronType=Prs`, `PRON_PART__Case=Dat\|PronType=Int`, `PRON_PART__Case=Gen\|Clusivity=Ex\|Number=Plur\|Person=1\|PronType=Prs`, `PRON_PART__Case=Gen\|Clusivity=In\|Number=Plur\|Person=1\|PronType=Prs`, `PRON_PART__Case=Gen\|Deixis=Prox\|PronType=Dem`, `PRON_PART__Case=Gen\|Deixis=Remt\|PronType=Dem`, `PRON_PART__Case=Gen\|Number=Plur\|Person=2\|PronType=Prs`, `PRON_PART__Case=Gen\|Number=Plur\|Person=3\|PronType=Prs`, `PRON_PART__Case=Gen\|Number=Sing\|Person=1\|PronType=Prs`, `PRON_PART__Case=Gen\|Number=Sing\|Person=1\|PronType=Prs\|Typo=Yes`, `PRON_PART__Case=Gen\|Number=Sing\|Person=2\|PronType=Prs`, `PRON_PART__Case=Gen\|Number=Sing\|Person=3\|PronType=Prs`, `PRON_PART__Case=Loc\|Deixis=Med\|PronType=Dem`, `PRON_PART__Case=Loc\|Deixis=Prox\|PronType=Dem`, `PRON_PART__Case=Loc\|PronType=Int`, `PRON_PART__Case=Nom\|Clusivity=Ex\|Number=Plur\|Person=1\|PronType=Prs`, `PRON_PART__Case=Nom\|Clusivity=In\|Number=Dual\|Person=1\|PronType=Prs`, `PRON_PART__Case=Nom\|Clusivity=In\|Number=Plur\|Person=1\|PronType=Prs`, `PRON_PART__Case=Nom\|Deixis=Med\|PronType=Dem`, `PRON_PART__Case=Nom\|Deixis=Prox\|PronType=Dem`, `PRON_PART__Case=Nom\|Deixis=Remt\|PronType=Dem`, `PRON_PART__Case=Nom\|Deixis=Remt\|PronType=Dem\|Typo=Yes`, `PRON_PART__Case=Nom\|Number=Plur\|Person=2\|PronType=Prs`, `PRON_PART__Case=Nom\|Number=Plur\|Person=3\|PronType=Prs`, `PRON_PART__Case=Nom\|Number=Sing\|Person=1\|PronType=Prs`, `PRON_PART__Case=Nom\|Number=Sing\|Person=2\|PronType=Prs`, `PRON_PART__Case=Nom\|Number=Sing\|Person=3\|PronType=Prs`, `PRON_PART__Case=Nom\|PronType=Ind`, `PRON_PART__Case=Nom\|PronType=Int`, `PRON_PART__Deixis=Prox\|PronType=Dem`, `PRON_PART__Person=1`, `PRON_PART__PronType=Int`, `PRON_VERB`, `PRON_X__Case=Nom\|Number=Sing\|Person=1\|PronType=Prs`, `PRON__Abbr=Yes\|Case=Gen\|Number=Plur\|Person=2\|PronType=Prs`, `PRON__Abbr=Yes\|Case=Nom\|PronType=Int`, `PRON__Aspect=Imp\|Mood=Ind\|Voice=Pass`, `PRON__Aspect=Imp\|Mood=Pot\|Voice=Act`, `PRON__Aspect=Imp\|Mood=Pot\|Voice=Pass`, `PRON__Aspect=Perf\|Mood=Ind\|Voice=Act`, `PRON__Aspect=Perf\|Mood=Ind\|Voice=Pass`, `PRON__Case=Dat\|Clusivity=Ex\|Number=Plur\|Person=1\|PronType=Prs`, `PRON__Case=Dat\|Clusivity=In\|Number=Plur\|Person=1\|PronType=Prs`, `PRON__Case=Dat\|Number=Plur\|Person=2\|PronType=Prs`, `PRON__Case=Dat\|Number=Plur\|Person=3\|PronType=Prs`, `PRON__Case=Dat\|Number=Sing\|Person=1\|PronType=Prs`, `PRON__Case=Dat\|Number=Sing\|Person=2\|PronType=Prs`, `PRON__Case=Dat\|Number=Sing\|Person=3\|PronType=Prs`, `PRON__Case=Dat\|PronType=Int`, `PRON__Case=Gen\|Clusivity=Ex\|Number=Plur\|Person=1\|PronType=Prs`, `PRON__Case=Gen\|Clusivity=In\|Number=Plur\|Person=1\|PronType=Prs`, `PRON__Case=Gen\|Deixis=Med\|PronType=Dem`, `PRON__Case=Gen\|Deixis=Prox\|PronType=Dem`, `PRON__Case=Gen\|Deixis=Prox\|PronType=Dem\|Typo=Yes`, `PRON__Case=Gen\|Deixis=Remt\|PronType=Dem`, `PRON__Case=Gen\|Number=Plur`, `PRON__Case=Gen\|Number=Plur\|Person=2\|PronType=Prs`, `PRON__Case=Gen\|Number=Plur\|Person=2\|PronType=Prs\|Typo=Yes`, `PRON__Case=Gen\|Number=Plur\|Person=3\|PronType=Prs`, `PRON__Case=Gen\|Number=Plur\|Person=3\|PronType=Prs\|Typo=Yes`, `PRON__Case=Gen\|Number=Sing\|Person=1\|PronType=Prs`, `PRON__Case=Gen\|Number=Sing\|Person=1\|PronType=Prs\|Typo=Yes`, `PRON__Case=Gen\|Number=Sing\|Person=2\|PronType=Prs`, `PRON__Case=Gen\|Number=Sing\|Person=3\|PronType=Prs`, `PRON__Case=Gen\|Number=Sing\|Person=3\|PronType=Prs\|Typo=Yes`, `PRON__Case=Gen\|PronType=Ind`, `PRON__Case=Loc\|Deixis=Med\|PronType=Dem`, `PRON__Case=Loc\|Deixis=Med\|PronType=Dem\|Typo=Yes`, `PRON__Case=Loc\|Deixis=Prox\|PronType=Dem`, `PRON__Case=Loc\|Deixis=Remt\|PronType=Dem`, `PRON__Case=Loc\|PronType=Int`, `PRON__Case=Nom\|Clusivity=Ex\|Number=Dual\|Person=1\|PronType=Prs`, `PRON__Case=Nom\|Clusivity=Ex\|Number=Plur\|Person=1\|PronType=Prs`, `PRON__Case=Nom\|Clusivity=In\|Number=Dual\|Person=1\|PronType=Prs`, `PRON__Case=Nom\|Clusivity=In\|Number=Dual\|Person=1\|PronType=Prs\|Typo=Yes`, `PRON__Case=Nom\|Clusivity=In\|Number=Plur\|Person=1\|PronType=Prs`, `PRON__Case=Nom\|Deixis=Med\|PronType=Dem`, `PRON__Case=Nom\|Deixis=Prox\|PronType=Dem`, `PRON__Case=Nom\|Deixis=Remt\|PronType=Dem`, `PRON__Case=Nom\|Deixis=Remt\|PronType=Dem\|Typo=Yes`, `PRON__Case=Nom\|Number=Dual\|Person=2\|PronType=Prs`, `PRON__Case=Nom\|Number=Plur\|Person=1\|PronType=Prs`, `PRON__Case=Nom\|Number=Plur\|Person=2\|PronType=Prs`, `PRON__Case=Nom\|Number=Plur\|Person=2\|PronType=Prs\|Typo=Yes`, `PRON__Case=Nom\|Number=Plur\|Person=3\|PronType=Prs`, `PRON__Case=Nom\|Number=Plur\|Person=3\|PronType=Prs\|Typo=Yes`, `PRON__Case=Nom\|Number=Sing`, `PRON__Case=Nom\|Number=Sing\|Person=1\|PronType=Prs`, `PRON__Case=Nom\|Number=Sing\|Person=1\|PronType=Prs\|Typo=Yes`, `PRON__Case=Nom\|Number=Sing\|Person=2\|PronType=Prs`, `PRON__Case=Nom\|Number=Sing\|Person=3\|PronType=Prs`, `PRON__Case=Nom\|Number=Sing\|Person=3\|PronType=Prs\|Typo=Yes`, `PRON__Case=Nom\|PronType=Ind`, `PRON__Case=Nom\|PronType=Ind\|Typo=Yes`, `PRON__Case=Nom\|PronType=Int`, `PRON__Deixis=Med\|PronType=Dem`, `PRON__Deixis=Prox\|PronType=Dem`, `PRON__Deixis=Remt\|PronType=Dem`, `PRON__NumType=Card`, `PRON__Number=Plur\|PronType=Ind`, `PRON__Number=Plur\|PronType=Int`, `PRON__PronType=Dem`, `PRON__PronType=Ind`, `PRON__PronType=Int`, `PRON__PronType=Int\|Typo=Yes`, `PRON__PronType=Tot`, `PRON__Typo=Yes`, `PROPN`, `PROPN_ADP`, `PROPN_DET__Case=Nom\|PronType=Int`, `PROPN_PART`, `PROPN_PART__Case=Dat\|Number=Sing\|Person=3\|PronType=Prs`, `PROPN_PART__Case=Nom\|Deixis=Remt\|PronType=Dem`, `PROPN_PART__NumType=Ord`, `PROPN_PROPN`, `PROPN_PROPN__Case=Nom\|Number=Sing\|Person=1\|PronType=Prs`, `PROPN_X`, `PROPN_X__Aspect=Perf\|Mood=Ind\|Voice=Pass`, `PROPN__Abbr=Yes`, `PROPN__Aspect=Imp\|Mood=Ind\|Voice=Act`, `PROPN__Aspect=Imp\|Mood=Ind\|Voice=Pass`, `PROPN__Aspect=Imp\|Mood=Pot\|Voice=Act`, `PROPN__Aspect=Imp\|Mood=Pot\|Voice=Lfoc`, `PROPN__Aspect=Imp\|Mood=Pot\|Voice=Pass`, `PROPN__Aspect=Perf\|Mood=Ind\|Voice=Pass`, `PROPN__Case=Dat\|Number=Sing\|Person=3\|PronType=Prs`, `PROPN__Case=Gen`, `PROPN__Case=Gen\|Number=Plur\|Person=2\|PronType=Prs`, `PROPN__Case=Gen\|Number=Sing`, `PROPN__Case=Gen\|Number=Sing\|Person=2\|PronType=Prs`, `PROPN__Case=Gen\|Number=Sing\|Person=3\|PronType=Prs`, `PROPN__Case=Loc`, `PROPN__Case=Loc\|Deixis=Prox\|PronType=Dem`, `PROPN__Case=Loc\|Deixis=Remt\|PronType=Dem`, `PROPN__Case=Nom`, `PROPN__Case=Nom\|Deixis=Med\|PronType=Dem`, `PROPN__Case=Nom\|Deixis=Prox\|PronType=Dem`, `PROPN__Case=Nom\|Deixis=Remt\|PronType=Dem`, `PROPN__Case=Nom\|Number=Plur\|Person=1\|PronType=Prs`, `PROPN__Case=Nom\|Number=Plur\|Person=3\|PronType=Prs`, `PROPN__Case=Nom\|Number=Sing\|Person=1\|PronType=Prs`, `PROPN__Case=Nom\|Number=Sing\|Person=2\|PronType=Prs`, `PROPN__Case=Nom\|Number=Sing\|Person=3\|PronType=Prs`, `PROPN__Case=Nom\|PronType=Ind`, `PROPN__Degree=Sup`, `PROPN__Deixis=Prox\|PronType=Dem`, `PROPN__Deixis=Remt\|PronType=Dem`, `PROPN__NumType=Card`, `PROPN__NumType=Ord`, `PROPN__Number=Plur`, `PROPN__PartType=Int`, `PROPN__Polarity=Neg`, `PROPN__PronType=Int`, `PROPN__Typo=Yes`, `PUNCT`, `PUNCT__Case=Loc`, `SCONJ`, `SCONJ_ADP`, `SCONJ_ADV`, `SCONJ_ADV__Aspect=Imp\|Case=Loc\|Mood=Pot\|PronType=Int\|Voice=Pass`, `SCONJ_ADV__Polarity=Neg`, `SCONJ_ADV__Typo=Yes`, `SCONJ_CCONJ`, `SCONJ_CCONJ__Degree=Abs`, `SCONJ_PART`, `SCONJ_PART__Case=Gen\|Deixis=Remt\|PronType=Dem`, `SCONJ_PART__Case=Loc\|PronType=Int`, `SCONJ_PART__Deixis=Remt\|PronType=Dem`, `SCONJ__Aspect=Imp\|Mood=Ind\|Voice=Act`, `SCONJ__Aspect=Imp\|Mood=Pot\|Voice=Act`, `SCONJ__Aspect=Imp\|Mood=Pot\|Voice=Pass`, `SCONJ__Aspect=Perf\|Mood=Ind\|Voice=Pass`, `SCONJ__Case=Gen`, `SCONJ__Case=Gen\|Deixis=Remt\|PronType=Dem`, `SCONJ__Case=Gen\|Typo=Yes`, `SCONJ__Case=Loc\|Deixis=Prox\|PronType=Dem`, `SCONJ__Case=Loc\|PronType=Int`, `SCONJ__Case=Nom`, `SCONJ__Degree=Abs`, `SCONJ__PronType=Int`, `SCONJ__Typo=Yes`, `SYM`, `VERB`, `VERB_ADP__Aspect=Perf\|Case=Gen\|Mood=Ind\|Typo=Yes\|Voice=Cau`, `VERB_ADP__Aspect=Perf\|Case=Gen\|Mood=Ind\|Voice=Pass`, `VERB_ADP__Case=Gen`, `VERB_ADV__Aspect=Perf\|Mood=Ind\|Voice=Act`, `VERB_ADV__Aspect=Perf\|Mood=Ind\|Voice=Pass`, `VERB_CCONJ`, `VERB_CCONJ__Aspect=Imp\|Mood=Pot\|Voice=Act`, `VERB_DET`, `VERB_DET__Case=Nom`, `VERB_DET__Polarity=Neg`, `VERB_PART`, `VERB_PART_NOUN`, `VERB_PART_NOUN__Aspect=Imp\|Mood=Ind\|Voice=Cau`, `VERB_PART_VERB`, `VERB_PART_VERB__Polarity=Neg`, `VERB_PART__Aspect=Imp\|Mood=Ind\|Typo=Yes\|Voice=Act`, `VERB_PART__Aspect=Imp\|Mood=Ind\|Voice=Act`, `VERB_PART__Aspect=Imp\|Mood=Ind\|Voice=Bfoc`, `VERB_PART__Aspect=Imp\|Mood=Ind\|Voice=Cau`, `VERB_PART__Aspect=Imp\|Mood=Ind\|Voice=Lfoc`, `VERB_PART__Aspect=Imp\|Mood=Ind\|Voice=Pass`, `VERB_PART__Aspect=Imp\|Mood=Pot\|Typo=Yes\|Voice=Lfoc`, `VERB_PART__Aspect=Imp\|Mood=Pot\|Typo=Yes\|Voice=Pass`, `VERB_PART__Aspect=Imp\|Mood=Pot\|Voice=Act`, `VERB_PART__Aspect=Imp\|Mood=Pot\|Voice=Cau`, `VERB_PART__Aspect=Imp\|Mood=Pot\|Voice=Lfoc`, `VERB_PART__Aspect=Imp\|Mood=Pot\|Voice=Pass`, `VERB_PART__Aspect=Perf\|Mood=Ind\|Voice=Act`, `VERB_PART__Aspect=Perf\|Mood=Ind\|Voice=Bfoc`, `VERB_PART__Aspect=Perf\|Mood=Ind\|Voice=Cau`, `VERB_PART__Aspect=Perf\|Mood=Ind\|Voice=Lfoc`, `VERB_PART__Aspect=Perf\|Mood=Ind\|Voice=Pass`, `VERB_PART__Aspect=Perf\|Mood=Pot\|Voice=Act`, `VERB_PART__Aspect=Perf\|Mood=Pot\|Voice=Pass`, `VERB_PART__Case=Dat\|Clusivity=Ex\|Number=Plur\|Person=1\|PronType=Prs`, `VERB_PART__Case=Nom\|Deixis=Prox\|PronType=Dem`, `VERB_PART__Degree=Sup`, `VERB_PART__Polarity=Neg`, `VERB_PART__Typo=Yes`, `VERB_PRON`, `VERB_PRON__Case=Gen\|Number=Sing\|Person=1\|PronType=Prs`, `VERB_X`, `VERB_X__Aspect=Imp\|Mood=Ind\|Voice=Pass`, `VERB_X__Aspect=Imp\|Mood=Pot\|Voice=Act`, `VERB_X__Aspect=Imp\|Mood=Pot\|Voice=Pass`, `VERB_X__Aspect=Perf\|Mood=Ind\|Voice=Act`, `VERB_X__Aspect=Perf\|Mood=Ind\|Voice=Pass`, `VERB_X__Typo=Yes`, `VERB__Aspect=Imp\|Mood=Ind\|Number=Plur\|Voice=Act`, `VERB__Aspect=Imp\|Mood=Ind\|Typo=Yes\|Voice=Lfoc`, `VERB__Aspect=Imp\|Mood=Ind\|Typo=Yes\|Voice=Pass`, `VERB__Aspect=Imp\|Mood=Ind\|Voice=Act`, `VERB__Aspect=Imp\|Mood=Ind\|Voice=Bfoc`, `VERB__Aspect=Imp\|Mood=Ind\|Voice=Cau`, `VERB__Aspect=Imp\|Mood=Ind\|Voice=Lfoc`, `VERB__Aspect=Imp\|Mood=Ind\|Voice=Pass`, `VERB__Aspect=Imp\|Mood=Pot`, `VERB__Aspect=Imp\|Mood=Pot\|Number=Plur\|Voice=Pass`, `VERB__Aspect=Imp\|Mood=Pot\|Typo=Yes\|Voice=Act`, `VERB__Aspect=Imp\|Mood=Pot\|Typo=Yes\|Voice=Lfoc`, `VERB__Aspect=Imp\|Mood=Pot\|Typo=Yes\|Voice=Pass`, `VERB__Aspect=Imp\|Mood=Pot\|Voice=Act`, `VERB__Aspect=Imp\|Mood=Pot\|Voice=Bfoc`, `VERB__Aspect=Imp\|Mood=Pot\|Voice=Cau`, `VERB__Aspect=Imp\|Mood=Pot\|Voice=Lfoc`, `VERB__Aspect=Imp\|Mood=Pot\|Voice=Pass`, `VERB__Aspect=Perf\|Mood=Ind`, `VERB__Aspect=Perf\|Mood=Ind\|NumType=Ord\|Voice=Act`, `VERB__Aspect=Perf\|Mood=Ind\|Number=Plur\|Voice=Act`, `VERB__Aspect=Perf\|Mood=Ind\|Typo=Yes\|Voice=Act`, `VERB__Aspect=Perf\|Mood=Ind\|Typo=Yes\|Voice=Bfoc`, `VERB__Aspect=Perf\|Mood=Ind\|Typo=Yes\|Voice=Pass`, `VERB__Aspect=Perf\|Mood=Ind\|Voice=Act`, `VERB__Aspect=Perf\|Mood=Ind\|Voice=Bfoc`, `VERB__Aspect=Perf\|Mood=Ind\|Voice=Cau`, `VERB__Aspect=Perf\|Mood=Ind\|Voice=Lfoc`, `VERB__Aspect=Perf\|Mood=Ind\|Voice=Pass`, `VERB__Aspect=Perf\|Mood=Pot\|Typo=Yes\|Voice=Pass`, `VERB__Aspect=Perf\|Mood=Pot\|Voice=Act`, `VERB__Aspect=Perf\|Mood=Pot\|Voice=Bfoc`, `VERB__Aspect=Perf\|Mood=Pot\|Voice=Cau`, `VERB__Aspect=Perf\|Mood=Pot\|Voice=Lfoc`, `VERB__Aspect=Perf\|Mood=Pot\|Voice=Pass`, `VERB__Case=Gen\|Number=Sing`, `VERB__Case=Loc`, `VERB__Case=Loc\|Deixis=Remt\|PronType=Dem`, `VERB__Case=Loc\|PronType=Int`, `VERB__Case=Nom\|Clusivity=In\|Number=Plur\|Person=1\|PronType=Prs`, `VERB__Case=Nom\|Deixis=Med\|PronType=Dem`, `VERB__Case=Nom\|Deixis=Prox\|PronType=Dem`, `VERB__Case=Nom\|Number=Sing\|Person=2\|PronType=Prs`, `VERB__Degree=Abs`, `VERB__Degree=Cmp`, `VERB__Degree=Sup`, `VERB__Deixis=Med\|PronType=Dem`, `VERB__Deixis=Prox\|PronType=Dem`, `VERB__Deixis=Remt\|PronType=Dem`, `VERB__NumType=Card`, `VERB__NumType=Ord`, `VERB__Number=Plur`, `VERB__Polarity=Neg`, `VERB__Polarity=Neg\|Typo=Yes`, `VERB__PronType=Int`, `VERB__Typo=Yes`, `X`, `X__Aspect=Perf\|Mood=Ind`, `X__Aspect=Perf\|Mood=Ind\|Voice=Act`, `fixed__Case=Loc`, `nsubj_PART__Case=Nom\|Number=Sing\|Person=3\|PronType=Prs` |
+| **`morphologizer`** | `POS=PART`, `POS=PUNCT`, `POS=ADV\|Polarity=Neg`, `POS=PART\|PartType=Int`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=ADV`, `POS=ADJ`, `Case=Nom\|POS=DET`, `POS=NOUN`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Aspect=Imp\|Mood=Ind\|POS=VERB\|Voice=Pass`, `POS=PROPN`, `POS=VERB`, `POS=NUM`, `POS=CCONJ`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|POS=ADP`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Loc\|POS=ADP`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Gen\|Clusivity=Ex\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `POS=SCONJ`, `POS=ADV\|PronType=Int`, `Case=Nom\|Clusivity=Ex\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Aspect=Perf\|Mood=Ind\|POS=VERB\|Voice=Act`, `POS=PART\|Polite=Form`, `Aspect=Perf\|Mood=Pot\|POS=VERB\|Voice=Lfoc`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `POS=VERB\|Polarity=Neg`, `Aspect=Perf\|Mood=Ind\|POS=VERB\|Voice=Pass`, `POS=DET`, `NumType=Card\|POS=NUM`, `Case=Dat\|Number=Sing\|POS=ADP`, `Aspect=Imp\|Mood=Pot\|POS=VERB\|Voice=Act`, `Number=Plur\|POS=DET`, `POS=PRON\|PronType=Int`, `Aspect=Imp\|Mood=Pot\|POS=VERB\|Voice=Pass`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Aspect=Imp\|Mood=Pot\|POS=VERB\|Voice=Lfoc`, `Case=Loc\|Deixis=Prox\|POS=PRON\|PronType=Dem`, `Case=Nom\|Number=Sing\|POS=DET`, `Aspect=Imp\|Mood=Ind\|POS=VERB\|Voice=Act`, `Case=Dat\|Clusivity=In\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Number=Sing\|POS=ADP`, `Aspect=Perf\|Mood=Pot\|POS=VERB\|Voice=Pass`, `Case=Nom\|Deixis=Prox\|POS=PRON\|PronType=Dem`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PRON`, `Case=Nom\|Deixis=Remt\|POS=PRON\|PronType=Dem`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `POS=ADP`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Clusivity=In\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Loc\|POS=ADV\|PronType=Int`, `Case=Loc\|POS=PROPN`, `POS=SYM`, `POS=PROPN\|PronType=Int`, `POS=PROPN\|PartType=Int`, `Case=Gen\|Deixis=Prox\|POS=PRON\|PronType=Dem`, `NumType=Ord\|POS=ADJ`, `Aspect=Perf\|Mood=Pot\|POS=VERB\|Voice=Act`, `Aspect=Perf\|Mood=Ind\|POS=NOUN\|Voice=Pass`, `Aspect=Perf\|Mood=Ind\|POS=VERB\|Typo=Yes\|Voice=Act`, `Case=Gen\|Number=Plur\|POS=ADP`, `Aspect=Perf\|Mood=Ind\|POS=VERB\|Voice=Bfoc`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Clusivity=Ex\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Nom\|POS=PRON\|PronType=Int`, `Aspect=Perf\|Mood=Ind\|POS=VERB\|Voice=Lfoc`, `Case=Loc\|Deixis=Remt\|POS=PRON\|PronType=Dem`, `Case=Gen\|POS=PROPN`, `Case=Nom\|Number=Plur\|POS=DET`, `Aspect=Perf\|Mood=Ind\|POS=ADJ\|Voice=Pass`, `NumType=Frac\|POS=NUM`, `Case=Nom\|Clusivity=In\|Number=Dual\|POS=PRON\|Person=1\|PronType=Prs`, `POS=INTJ`, `Case=Gen\|POS=ADP\|Typo=Yes`, `Aspect=Perf\|Mood=Ind\|POS=PRON\|Voice=Act`, `Case=Nom\|Deixis=Med\|POS=PRON\|PronType=Dem`, `Aspect=Perf\|Mood=Ind\|POS=VERB\|Voice=Cau`, `Aspect=Imp\|Mood=Ind\|POS=VERB\|Voice=Bfoc`, `Aspect=Imp\|Mood=Pot\|POS=VERB\|Voice=Bfoc`, `Degree=Sup\|POS=ADJ`, `Case=Loc\|POS=NOUN\|Typo=Yes`, `Case=Nom\|Number=Sing\|POS=DET\|Typo=Yes`, `Aspect=Imp\|Mood=Ind\|POS=VERB\|Voice=Lfoc`, `Case=Gen\|Number=Sing\|POS=PROPN`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Loc\|Deixis=Med\|POS=PRON\|PronType=Dem`, `Case=Dat\|Number=Plur\|POS=ADP`, `Case=Nom\|Clusivity=In\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Aspect=Imp\|Mood=Pot\|POS=VERB\|Voice=Cau`, `NumType=Ord\|POS=PROPN`, `POS=NOUN\|Typo=Yes`, `POS=PROPN\|Typo=Yes`, `Aspect=Imp\|Mood=Ind\|POS=VERB\|Voice=Cau`, `Number=Plur\|POS=PROPN`, `Aspect=Perf\|Mood=Ind\|POS=NOUN\|Voice=Act`, `Case=Loc\|Deixis=Prox\|POS=SCONJ\|PronType=Dem`, `Case=Loc\|Deixis=Prox\|POS=NOUN\|PronType=Dem`, `NumType=Card\|POS=ADV`, `Case=Nom\|Deixis=Remt\|POS=PROPN\|PronType=Dem`, `Aspect=Imp\|Mood=Pot\|POS=NOUN\|Voice=Act`, `Aspect=Imp\|Mood=Pot\|POS=ADV\|Voice=Pass`, `Case=Dat\|Clusivity=Ex\|Number=Plur\|POS=ADJ\|Person=1\|PronType=Prs`, `NumType=Card\|POS=PROPN`, `Case=Dat\|Number=Sing\|POS=NOUN\|Person=1\|PronType=Prs`, `Aspect=Imp\|Mood=Pot\|POS=PROPN\|Voice=Pass`, `Deixis=Remt\|POS=PROPN\|PronType=Dem`, `Deixis=Remt\|POS=PRON\|PronType=Dem`, `Aspect=Perf\|Mood=Ind\|POS=PROPN\|Voice=Pass`, `Aspect=Imp\|Mood=Pot\|POS=NOUN\|Voice=Pass`, `POS=NOUN\|PronType=Int`, `Case=Nom\|POS=PRON\|PronType=Ind`, `Aspect=Perf\|Mood=Ind\|POS=NOUN\|Voice=Lfoc`, `Case=Gen\|Number=Sing\|POS=DET`, `Case=Gen\|POS=SCONJ\|Typo=Yes`, `Case=Gen\|POS=PART`, `POS=VERB\|Typo=Yes`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs\|Typo=Yes`, `POS=PART\|Typo=Yes`, `Aspect=Perf\|Mood=Ind\|POS=PRON\|Voice=Pass`, `NumType=Card\|POS=NOUN`, `POS=SCONJ\|Typo=Yes`, `Abbr=Yes\|POS=ADJ`, `POS=ADV\|Typo=Yes`, `Case=Gen\|Deixis=Remt\|POS=ADV\|PronType=Dem`, `Number=Plur\|POS=VERB`, `Aspect=Imp\|Mood=Pot\|Number=Plur\|POS=VERB\|Voice=Pass`, `POS=NUM\|PronType=Int`, `POS=X`, `Abbr=Yes\|POS=PROPN`, `Degree=Equ\|POS=ADJ`, `Case=Dat\|Number=Sing\|POS=ADJ\|Person=2\|PronType=Prs`, `POS=CCONJ\|Typo=Yes`, `Case=Gen\|Number=Sing\|POS=ADP\|Typo=Yes`, `POS=ADJ\|Typo=Yes`, `POS=PRON\|PronType=Dem`, `NumType=Ord\|POS=NUM`, `Case=Dat\|Clusivity=Ex\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs`, `Case=Nom\|Number=Dual\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Loc\|Deixis=Prox\|POS=ADV\|PronType=Dem`, `Aspect=Perf\|Mood=Ind\|POS=VERB`, `POS=DET\|Typo=Yes`, `Case=Loc\|Deixis=Remt\|POS=ADV\|PronType=Dem`, `Aspect=Perf\|Mood=Ind\|POS=X`, `NumType=Ord\|POS=ADV`, `Aspect=Imp\|Mood=Pot\|POS=SCONJ\|Voice=Act`, `Case=Loc\|POS=NOUN`, `Degree=Sup\|POS=ADV`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs\|Typo=Yes`, `Case=Gen\|POS=PART\|Typo=Yes`, `Aspect=Perf\|Mood=Ind\|POS=VERB\|Typo=Yes\|Voice=Pass`, `Aspect=Imp\|Mood=Pot\|POS=VERB`, `Case=Dat\|Number=Sing\|POS=NOUN\|Person=3\|PronType=Prs`, `Number=Plur\|POS=NOUN`, `Case=Dat\|Number=Sing\|POS=NOUN`, `Aspect=Imp\|Mood=Pot\|POS=NOUN\|Voice=Bfoc`, `Case=Gen\|Deixis=Remt\|POS=PRON\|PronType=Dem`, `Deixis=Med\|POS=PRON\|PronType=Dem`, `POS=PRON\|PronType=Tot`, `Case=Nom\|Number=Sing\|POS=NOUN\|Person=3\|PronType=Prs`, `Aspect=Imp\|Mood=Pot\|POS=NOUN\|Voice=Lfoc`, `NumType=Frac\|POS=NOUN`, `NumType=Card\|POS=ADJ`, `Case=Gen\|Number=Sing\|POS=PROPN\|Person=2\|PronType=Prs`, `Case=Nom\|Number=Sing\|POS=PROPN\|Person=1\|PronType=Prs`, `Case=Nom\|POS=PROPN`, `Case=Gen\|Number=Sing\|POS=VERB`, `Deixis=Prox\|POS=PRON\|PronType=Dem`, `Aspect=Imp\|Mood=Pot\|POS=PROPN\|Voice=Lfoc`, `Case=Nom\|Deixis=Remt\|POS=NOUN\|PronType=Dem`, `Case=Dat\|POS=ADP`, `Case=Loc\|POS=VERB\|PronType=Int`, `POS=PRON\|Person=1`, `Aspect=Perf\|Mood=Ind\|POS=SCONJ\|Voice=Pass`, `Degree=Sup\|POS=VERB`, `Aspect=Imp\|Mood=Ind\|POS=SCONJ\|Voice=Act`, `Case=Gen\|Number=Plur\|POS=NOUN\|Person=2\|PronType=Prs`, `Aspect=Imp\|Mood=Ind\|POS=NOUN\|Voice=Act`, `Case=Gen\|Number=Sing\|POS=ADV\|Person=2\|PronType=Prs`, `Case=Loc\|POS=NOUN\|PronType=Int`, `Aspect=Imp\|Mood=Pot\|POS=ADP\|Voice=Act`, `Case=Gen\|Deixis=Prox\|POS=ADV\|PronType=Dem`, `Aspect=Imp\|Mood=Ind\|POS=ADV\|Voice=Pass`, `POS=SCONJ\|PronType=Int`, `Degree=Abs\|POS=ADJ`, `Case=Gen\|Clusivity=In\|Number=Plur\|POS=ADP\|Person=1\|PronType=Prs`, `Aspect=Imp\|Mood=Pot\|POS=ADJ\|Voice=Pass`, `Aspect=Perf\|Mood=Ind\|POS=ADV\|Voice=Act`, `NumType=Card\|POS=NUM\|PronType=Int`, `Aspect=Perf\|Mood=Pot\|POS=VERB\|Voice=Cau`, `Aspect=Perf\|Mood=Pot\|POS=VERB\|Voice=Bfoc`, `Aspect=Perf\|Mood=Pot\|POS=NOUN\|Voice=Pass`, `Aspect=Imp\|Mood=Pot\|POS=ADV\|Voice=Act`, `Deixis=Remt\|POS=ADV\|PronType=Dem`, `Deixis=Prox\|POS=ADJ\|PronType=Dem`, `Deixis=Prox\|POS=ADV\|PronType=Dem`, `Aspect=Imp\|Mood=Ind\|POS=NOUN\|Voice=Lfoc`, `Case=Loc\|POS=PART`, `Deixis=Remt\|POS=VERB\|PronType=Dem`, `Aspect=Imp\|Mood=Pot\|POS=ADJ\|Voice=Lfoc`, `NumType=Card\|POS=VERB`, `POS=ADP\|Typo=Yes`, `Case=Nom\|POS=PART\|Typo=Yes`, `Case=Nom\|Number=Plur\|POS=PART`, `Aspect=Imp\|Mood=Ind\|POS=NOUN\|Voice=Pass`, `NumType=Sets\|POS=ADV`, `Case=Gen\|Deixis=Remt\|POS=SCONJ\|PronType=Dem`, `Aspect=Imp\|Mood=Ind\|POS=NOUN\|Voice=Bfoc`, `Case=Nom\|Number=Sing\|POS=PROPN\|Person=3\|PronType=Prs`, `Aspect=Imp\|Mood=Pot\|POS=ADJ\|Voice=Act`, `Case=Nom\|Deixis=Med\|POS=VERB\|PronType=Dem`, `Case=Nom\|Number=Plur\|POS=NOUN\|Person=2\|PronType=Prs`, `Aspect=Imp\|Mood=Pot\|POS=PRON\|Voice=Act`, `Aspect=Imp\|Mood=Ind\|POS=PROPN\|Voice=Act`, `Case=Dat\|Number=Sing\|POS=ADV\|Person=3\|PronType=Prs`, `Case=Loc\|Deixis=Prox\|POS=CCONJ\|PronType=Dem`, `Case=Nom\|POS=DET\|Typo=Yes`, `Case=Loc\|POS=PRON\|PronType=Int`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `POS=CCONJ\|Polarity=Neg`, `Case=Loc\|Deixis=Remt\|POS=VERB\|PronType=Dem`, `Case=Nom\|POS=ADP`, `Degree=Sup\|NumType=Ord\|POS=ADJ`, `Degree=Cmp\|POS=ADV`, `NumType=Dist\|POS=ADV`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Voice=Act`, `NumType=Dist\|POS=ADJ`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs\|Typo=Yes`, `Case=Gen\|POS=DET\|Typo=Yes`, `Case=Nom\|Deixis=Prox\|POS=PART\|PronType=Dem`, `Case=Gen,Nom\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|POS=SCONJ`, `Aspect=Perf\|Mood=Pot\|POS=VERB\|Typo=Yes\|Voice=Pass`, `Case=Gen\|POS=NOUN`, `Case=Dat\|Clusivity=Ex\|Number=Plur\|POS=NOUN\|Person=1\|PronType=Prs`, `NumType=Ord\|POS=ADJ\|Typo=Yes`, `Case=Gen\|Deixis=Prox\|POS=PRON\|PronType=Dem\|Typo=Yes`, `NumType=Sets\|POS=NUM`, `Aspect=Perf\|Mood=Ind\|POS=ADV\|Voice=Pass`, `Abbr=Yes\|Case=Nom\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=ADJ\|Polarity=Neg`, `Case=Nom\|POS=NOUN\|PronType=Ind`, `NumType=Ord\|POS=NOUN`, `POS=CCONJ\|PartType=Int`, `Aspect=Perf\|Mood=Ind\|POS=X\|Voice=Act`, `Case=Nom\|Number=Dual\|POS=NOUN\|Person=2\|PronType=Prs`, `Aspect=Imp\|Mood=Pot\|POS=VERB\|Typo=Yes\|Voice=Lfoc`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs\|Typo=Yes`, `Case=Nom\|Number=Sing\|POS=NOUN\|Person=1\|PronType=Prs`, `NumType=Dist\|POS=NUM`, `Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Gen\|Number=Sing\|POS=NOUN\|Person=1\|PronType=Prs`, `Case=Nom\|Deixis=Remt\|POS=PRON\|PronType=Dem\|Typo=Yes`, `Case=Nom\|Number=Sing\|POS=ADV\|Person=3\|PronType=Prs`, `Case=Nom\|Number=Sing\|POS=ADP`, `Abbr=Yes\|POS=NOUN`, `Case=Gen\|Deixis=Remt\|POS=ADP\|PronType=Dem`, `POS=PRON\|PronType=Ind`, `POS=VERB\|Polarity=Neg\|Typo=Yes`, `POS=ADP\|Polarity=Neg`, `Case=Loc\|POS=ADV\|PronType=Int\|Typo=Yes`, `Case=Nom\|Deixis=Med\|POS=PROPN\|PronType=Dem`, `Case=Loc\|Deixis=Remt\|POS=NOUN\|PronType=Dem`, `Case=Gen\|Number=Plur\|POS=NOUN\|Person=3\|PronType=Prs`, `Aspect=Imp\|Mood=Pot\|POS=VERB\|Typo=Yes\|Voice=Pass`, `Case=Nom\|Clusivity=In\|Number=Dual\|POS=PRON\|Person=1\|PronType=Prs\|Typo=Yes`, `Case=Gen\|Number=Plur\|POS=ADP\|Person=3\|PronType=Prs`, `Case=Gen\|Deixis=Med\|POS=PRON\|PronType=Dem`, `Case=Nom\|Clusivity=Ex\|Number=Dual\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Sing\|POS=ADV`, `Case=Dat\|POS=PRON\|PronType=Int`, `Aspect=Imp\|Mood=Ind\|POS=PROPN\|Voice=Pass`, `Aspect=Imp\|Mood=Pot\|POS=VERB\|Typo=Yes\|Voice=Act`, `Number=Plur\|POS=PRON\|PronType=Int`, `Case=Nom\|POS=VERB`, `Case=Nom\|POS=ADV\|PronType=Ind`, `Aspect=Imp\|Mood=Ind\|POS=NUM\|Voice=Act`, `Case=Nom\|Number=Plur\|POS=PROPN\|Person=1\|PronType=Prs`, `Aspect=Perf\|Mood=Pot\|POS=NOUN\|Voice=Act`, `Case=Gen\|Deixis=Prox\|POS=ADP\|PronType=Dem`, `POS=SCONJ\|Polarity=Neg`, `Aspect=Imp\|Mood=Ind\|POS=ADJ\|Voice=Act`, `Case=Loc\|POS=ADP\|Typo=Yes`, `NumType=Ord\|POS=VERB`, `Case=Nom\|POS=SCONJ`, `Aspect=Perf\|Mood=Ind\|NumType=Ord\|POS=VERB\|Voice=Act`, `Case=Nom\|Clusivity=Ex\|Number=Plur\|POS=NOUN\|Person=1\|PronType=Prs`, `Degree=Cmp\|POS=VERB`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|Typo=Yes`, `NumType=Sets\|POS=NOUN`, `Aspect=Perf\|Mood=Ind\|POS=ADP\|Voice=Act`, `Aspect=Imp\|Mood=Pot\|POS=PROPN\|Voice=Act`, `Case=Dat\|Number=Sing\|POS=NOUN\|Person=2\|PronType=Prs`, `NumType=Ord\|POS=INTJ`, `Case=Nom\|Number=Plur\|POS=ADJ\|Person=2\|PronType=Prs`, `Aspect=Imp\|Mood=Pot\|POS=ADP\|Voice=Pass`, `Case=Nom\|POS=ADV\|PronType=Int`, `Degree=Sup\|POS=NOUN`, `Case=Gen\|Number=Sing\|POS=PART`, `Aspect=Perf\|Mood=Ind\|POS=ADP\|Voice=Pass`, `Number=Plur\|POS=ADV`, `Case=Loc\|Number=Plur\|POS=ADP\|Typo=Yes`, `Case=Nom\|POS=ADV`, `Case=Gen\|Number=Plur\|POS=PROPN\|Person=2\|PronType=Prs`, `Case=Loc\|POS=ADV`, `Case=Nom\|Number=Plur\|POS=NOUN\|Person=1\|PronType=Prs`, `POS=ADJ\|PronType=Int`, `POS=NOUN\|Polarity=Neg`, `POS=CCONJ\|PronType=Int`, `Case=Gen\|POS=ADV`, `POS=ADV\|PronType=Ind`, `POS=PROPN\|Polarity=Neg`, `Deixis=Prox\|POS=VERB\|PronType=Dem`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs\|Typo=Yes`, `Case=Loc\|Deixis=Remt\|POS=PROPN\|PronType=Dem`, `Aspect=Imp\|Mood=Pot\|POS=SCONJ\|Voice=Pass`, `Case=Dat\|Clusivity=Ex\|Number=Plur\|POS=NUM\|Person=1\|PronType=Prs`, `POS=PRON\|PronType=Int\|Typo=Yes`, `Aspect=Imp\|Mood=Ind\|POS=ADJ\|Voice=Pass`, `Case=Loc\|Deixis=Prox\|POS=DET\|PronType=Dem`, `Case=Dat,Loc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|Typo=Yes`, `Aspect=Perf\|Case=Gen\|Mood=Ind\|POS=VERB\|Typo=Yes\|Voice=Cau`, `Case=Gen\|Number=Plur\|POS=PRON`, `Case=Nom\|Deixis=Prox\|POS=NUM\|PronType=Dem`, `Case=Dat,Gen\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat,Loc\|Clusivity=In\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Loc\|POS=SCONJ\|PronType=Int`, `POS=PART\|Polite=Form\|Typo=Yes`, `Abbr=Yes\|POS=ADV\|Polarity=Neg`, `NumType=Card\|POS=PART`, `Case=Nom\|POS=ADP\|Typo=Yes`, `Case=Dat\|Number=Sing\|POS=PROPN\|Person=3\|PronType=Prs`, `Case=Dat\|Number=Sing\|POS=ADV\|Person=2\|PronType=Prs`, `Case=Nom\|Clusivity=In\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs`, `Case=Gen\|POS=VERB`, `Case=Nom\|Deixis=Prox\|POS=PROPN\|PronType=Dem`, `Case=Nom\|Number=Sing\|POS=PROPN\|Person=2\|PronType=Prs`, `Case=Dat\|Clusivity=In\|Number=Plur\|POS=NOUN\|Person=1\|PronType=Prs`, `Number=Plur\|POS=DET\|Typo=Yes`, `Case=Gen\|POS=ADJ`, `NumType=Frac\|POS=ADJ`, `Case=Gen\|POS=PRON\|PronType=Ind`, `POS=ADV\|PartType=Int`, `Case=Nom\|Deixis=Prox\|POS=NOUN\|PronType=Dem`, `Degree=Abs\|POS=VERB`, `Deixis=Med\|POS=VERB\|PronType=Dem`, `NumType=Card\|POS=PRON`, `Case=Gen\|Deixis=Remt\|POS=ADJ\|PronType=Dem`, `Aspect=Imp\|Mood=Pot\|POS=DET\|Voice=Pass`, `Case=Loc\|Deixis=Remt\|POS=DET\|PronType=Dem`, `Case=Loc\|POS=VERB`, `Degree=Cmp\|POS=ADJ`, `Degree=Abs\|POS=SCONJ`, `NumType=Dist\|POS=ADP`, `Case=Dat\|Number=Plur\|POS=PART\|Person=3\|PronType=Prs`, `Deixis=Remt\|POS=NOUN\|PronType=Dem`, `Case=Gen\|Deixis=Prox\|POS=DET\|PronType=Dem`, `POS=ADV\|Polarity=Neg\|Typo=Yes`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs\|Typo=Yes`, `Aspect=Perf\|Mood=Ind\|POS=VERB\|Typo=Yes\|Voice=Bfoc`, `Degree=Sup\|POS=PROPN`, `Case=Loc\|Deixis=Med\|POS=ADV\|PronType=Dem`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs\|Typo=Yes`, `Case=Nom\|Number=Plur\|POS=PROPN\|Person=3\|PronType=Prs`, `Case=Nom\|POS=PROPN\|PronType=Ind`, `Case=Nom\|Deixis=Prox\|POS=VERB\|PronType=Dem`, `Case=Gen\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs`, `Case=Nom\|Clusivity=In\|Number=Dual\|POS=ADJ\|Person=1\|PronType=Prs`, `Case=Gen\|Number=Sing\|POS=ADV`, `Deixis=Med\|POS=ADV\|PronType=Dem`, `POS=ADV\|PartType=Int\|Polarity=Neg`, `Degree=Abs\|POS=ADV`, `Case=Dat\|POS=ADP\|Typo=Yes`, `POS=VERB\|PronType=Int`, `Case=Gen\|Number=Plur\|POS=ADP\|Typo=Yes`, `Case=Nom\|Deixis=Remt\|POS=DET\|PronType=Dem`, `Case=Gen\|POS=ADV\|Typo=Yes`, `Aspect=Imp\|Mood=Pot\|POS=ADV\|Voice=Lfoc`, `Aspect=Imp\|Case=Loc\|Mood=Pot\|POS=SCONJ\|PronType=Int\|Voice=Pass`, `Case=Gen\|Number=Sing\|POS=DET\|Typo=Yes`, `Case=Nom\|Deixis=Med\|POS=NOUN\|PronType=Dem`, `Aspect=Imp\|Mood=Pot\|POS=PRON\|Voice=Pass`, `Case=Nom\|Deixis=Remt\|POS=NUM\|PronType=Dem`, `Case=Nom\|Deixis=Remt\|POS=ADV\|PronType=Dem`, `Case=Gen\|Deixis=Med\|POS=ADV\|PronType=Dem`, `Aspect=Perf\|Case=Gen\|Mood=Ind\|POS=VERB\|Voice=Pass`, `Degree=Equ\|POS=ADV`, `NumType=Card\|POS=DET`, `Case=Gen\|Deixis=Remt\|POS=ADV\|PronType=Dem\|Typo=Yes`, `Abbr=Yes\|Case=Nom\|POS=PRON\|PronType=Int`, `POS=INTJ\|Polite=Form`, `Aspect=Perf\|Mood=Ind\|POS=ADJ\|Voice=Act`, `Case=Nom\|Clusivity=In\|Number=Plur\|POS=PART\|Person=1\|PronType=Prs`, `Case=Nom\|POS=NOUN`, `Aspect=Imp\|Mood=Ind\|POS=VERB\|Polarity=Neg\|Voice=Pass`, `Aspect=Imp\|Mood=Ind\|POS=VERB\|Typo=Yes\|Voice=Pass`, `Case=Loc\|Deixis=Med\|POS=PRON\|PronType=Dem\|Typo=Yes`, `Aspect=Imp\|Mood=Pot\|POS=NOUN\|Voice=Cau`, `Case=Nom\|Number=Sing\|POS=VERB\|Person=2\|PronType=Prs`, `Degree=Sup\|POS=ADJ\|Typo=Yes`, `Deixis=Prox\|POS=PROPN\|PronType=Dem`, `Case=Nom\|Number=Plur\|POS=ADP`, `Case=Nom\|Number=Plur\|POS=ADV\|Person=2\|PronType=Prs`, `Case=Loc\|POS=PRON`, `Case=Nom\|POS=PROPN\|PronType=Int`, `Aspect=Imp\|Mood=Ind\|POS=VERB\|Typo=Yes\|Voice=Lfoc`, `Deixis=Prox\|POS=ADV\|PronType=Dem\|Typo=Yes`, `POS=PRON\|Typo=Yes`, `Abbr=Yes\|Case=Gen\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Abbr=Yes\|POS=ADV`, `Abbr=Yes\|NumType=Card\|POS=NUM`, `Deixis=Prox\|POS=NUM\|PronType=Dem`, `Deixis=Remt\|POS=SCONJ\|PronType=Dem`, `NumType=Card\|POS=NUM\|Typo=Yes`, `Case=Nom\|POS=PRON\|PronType=Ind\|Typo=Yes`, `Case=Gen\|Number=Sing\|POS=PART\|Person=3\|PronType=Prs`, `Case=Dat,Loc\|Number=Sing\|POS=ADP\|Person=2\|PronType=Prs`, `Case=Nom\|Number=Sing\|POS=PART\|Person=3\|PronType=Prs`, `Aspect=Perf\|Mood=Ind\|POS=PART\|Voice=Pass`, `Case=Gen\|Deixis=Prox\|POS=NUM\|PronType=Dem`, `Aspect=Imp\|Mood=Ind\|POS=PRON\|Voice=Pass`, `Case=Loc\|Deixis=Prox\|POS=PROPN\|PronType=Dem`, `Case=Gen\|Number=Sing\|POS=PROPN\|Person=3\|PronType=Prs`, `Case=Gen\|Number=Sing\|POS=NOUN\|Person=3\|PronType=Prs`, `Case=Loc\|POS=PUNCT`, `Case=Nom\|Number=Plur\|POS=DET\|Typo=Yes`, `Aspect=Imp\|Mood=Ind\|POS=VERB\|Typo=Yes\|Voice=Act`, `Aspect=Imp\|Mood=Ind\|POS=ADV\|Voice=Act`, `Case=Nom\|Number=Sing\|POS=PRON` |
+| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `case`, `cc`, `ccomp`, `compound`, `compound:redup`, `conj`, `dep`, `det`, `discourse`, `dislocated`, `fixed`, `flat`, `goeswith`, `list`, `mark`, `nmod`, `nmod:poss`, `nsubj`, `nummod`, `obj`, `obj:agent`, `obl`, `orphan`, `parataxis`, `punct`, `vocative`, `xcomp` |
 | **`ner`** | `LOC`, `ORG`, `PER` |
+</details>

config.cfg CHANGED Viewed

@@ -1,5 +1,5 @@
 [paths]
-parser_model = "training/parser_tagger_md/model-best"
 ner_model = "training/ner_md/model-best"
 train = null
 dev = null
@@ -12,29 +12,32 @@ gpu_allocator = null
 [nlp]
 lang = "tl"
-pipeline = ["tok2vec","tagger","morphologizer","parser","ner"]
 tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
 disabled = []
 before_creation = null
 after_creation = null
 after_pipeline_creation = null
 batch_size = 1000
 [components]
 [components.morphologizer]
 factory = "morphologizer"
 extend = false
 overwrite = true
 scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 [components.morphologizer.model]
-@architectures = "spacy.Tagger.v1"
 nO = null
 [components.morphologizer.model.tok2vec]
 @architectures = "spacy.Tok2VecListener.v1"
-width = 96
 upstream = "*"
 [components.ner]
@@ -60,7 +63,7 @@ nO = null
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 256
 attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [5000,2500,2500,2500]
 include_static_vectors = true
 [components.ner.model.tok2vec.encode]
@@ -89,22 +92,24 @@ nO = null
 [components.parser.model.tok2vec]
 @architectures = "spacy.Tok2VecListener.v1"
-width = 96
 upstream = "*"
 [components.tagger]
 factory = "tagger"
 neg_prefix = "!"
 overwrite = false
 scorer = {"@scorers":"spacy.tagger_scorer.v1"}
 [components.tagger.model]
-@architectures = "spacy.Tagger.v1"
 nO = null
 [components.tagger.model.tok2vec]
 @architectures = "spacy.Tok2VecListener.v1"
-width = 96
 upstream = "*"
 [components.tok2vec]
@@ -114,19 +119,37 @@ factory = "tok2vec"
 @architectures = "spacy.Tok2Vec.v2"
 [components.tok2vec.model.embed]
-@architectures = "spacy.MultiHashEmbed.v1"
-width = 96
-attrs = ["LOWER","PREFIX","SUFFIX","SHAPE"]
-rows = [5000,2500,2500,2500]
-include_static_vectors = false
 [components.tok2vec.model.encode]
 @architectures = "spacy.MaxoutWindowEncoder.v2"
-width = 96
-depth = 4
 window_size = 1
 maxout_pieces = 3
 [corpora]
 [corpora.dev]
@@ -190,17 +213,18 @@ eps = 0.00000001
 learn_rate = 0.001
 [training.score_weights]
-tag_acc = 0.26
-pos_acc = 0.12
-morph_acc = 0.12
 morph_per_feat = null
-dep_uas = 0.12
-dep_las = 0.12
 dep_las_per_type = null
 sents_p = null
 sents_r = null
 sents_f = 0.0
-ents_f = 0.26
 ents_p = 0.0
 ents_r = 0.0
 ents_per_type = null

 [paths]
+parser_model = "training/parser_md/model-best"
 ner_model = "training/ner_md/model-best"
 train = null
 dev = null
 [nlp]
 lang = "tl"
+pipeline = ["tok2vec","trainable_lemmatizer","tagger","morphologizer","parser","ner"]
 tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
 disabled = []
 before_creation = null
 after_creation = null
 after_pipeline_creation = null
 batch_size = 1000
+vectors = {"@vectors":"spacy.Vectors.v1"}
 [components]
 [components.morphologizer]
 factory = "morphologizer"
 extend = false
+label_smoothing = 0.05
 overwrite = true
 scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 [components.morphologizer.model]
+@architectures = "spacy.Tagger.v2"
 nO = null
+normalize = false
 [components.morphologizer.model.tok2vec]
 @architectures = "spacy.Tok2VecListener.v1"
+width = 256
 upstream = "*"
 [components.ner]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 256
 attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
+rows = [5000,1000,2500,2500]
 include_static_vectors = true
 [components.ner.model.tok2vec.encode]
 [components.parser.model.tok2vec]
 @architectures = "spacy.Tok2VecListener.v1"
+width = 256
 upstream = "*"
 [components.tagger]
 factory = "tagger"
+label_smoothing = 0.05
 neg_prefix = "!"
 overwrite = false
 scorer = {"@scorers":"spacy.tagger_scorer.v1"}
 [components.tagger.model]
+@architectures = "spacy.Tagger.v2"
 nO = null
+normalize = false
 [components.tagger.model.tok2vec]
 @architectures = "spacy.Tok2VecListener.v1"
+width = 256
 upstream = "*"
 [components.tok2vec]
 @architectures = "spacy.Tok2Vec.v2"
 [components.tok2vec.model.embed]
+@architectures = "spacy.MultiHashEmbed.v2"
+width = 256
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
+rows = [5000,1000,2500,2500]
+include_static_vectors = true
 [components.tok2vec.model.encode]
 @architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 256
+depth = 8
 window_size = 1
 maxout_pieces = 3
+[components.trainable_lemmatizer]
+factory = "trainable_lemmatizer"
+backoff = "orth"
+min_tree_freq = 3
+overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
+top_k = 1
+[components.trainable_lemmatizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+[components.trainable_lemmatizer.model.tok2vec]
+@architectures = "spacy.Tok2VecListener.v1"
+width = 256
+upstream = "*"
 [corpora]
 [corpora.dev]
 learn_rate = 0.001
 [training.score_weights]
+lemma_acc = 0.2
+tag_acc = 0.2
+pos_acc = 0.1
+morph_acc = 0.1
 morph_per_feat = null
+dep_uas = 0.1
+dep_las = 0.1
 dep_las_per_type = null
 sents_p = null
 sents_r = null
 sents_f = 0.0
+ents_f = 0.2
 ents_p = 0.0
 ents_r = 0.0
 ents_per_type = null

meta.json CHANGED Viewed

@@ -1,17 +1,17 @@
 {
   "lang":"tl",
   "name":"calamancy_md",
-  "version":"0.1.0",
   "description":"calamanCy: Tagalog NLP pipelines in spaCy",
   "author":"Lester James V. Miranda",
   "email":"[email protected]",
   "url":"https://github.com/ljvmiranda921/calamanCy",
   "license":"MIT",
-  "spacy_version":">=3.5.0,<4.0.0",
-  "spacy_git_version":"Unknown",
   "vectors":{
     "width":200,
-    "vectors":50000,
     "keys":-1,
     "name":"tl_pipeline.vectors"
   },
@@ -21,126 +21,1112 @@
     ],
     "tagger":[
       "ADJ",
       "ADJ_PART",
       "ADP",
       "ADV",
       "ADV_PART",
-      "AUX",
       "CCONJ",
       "DET",
-      "DET_ADP",
       "DET_PART",
       "INTJ",
       "NOUN",
       "NOUN_PART",
       "NUM",
       "NUM_PART",
       "PART",
       "PRON",
       "PRON_PART",
       "PROPN",
       "PUNCT",
       "SCONJ",
       "VERB",
-      "VERB_PART"
     ],
     "morphologizer":[
-      "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Act",
-      "Case=Nom|POS=ADP",
-      "POS=NOUN",
       "POS=PUNCT",
-      "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Pass",
-      "Case=Gen|POS=ADP",
-      "Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs",
-      "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Act",
-      "POS=ADV|PronType=Dem",
-      "Foreign=Yes|POS=NOUN",
-      "Degree=Pos|POS=ADJ",
       "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs",
-      "Case=Nom|Deixis=Med|Number=Sing|POS=PRON|PronType=Dem",
-      "Gender=Masc|POS=PROPN",
-      "Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Prs",
-      "Degree=Pos|Link=Yes|POS=ADJ",
-      "POS=ADP",
-      "Case=Dat|POS=ADP",
-      "POS=VERB|Polarity=Pos",
-      "Aspect=Hab|POS=VERB",
-      "POS=SCONJ",
-      "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
-      "Aspect=Prosp|Mood=Ind|POS=VERB|Voice=Act",
       "POS=ADV",
-      "POS=PART|Polarity=Neg",
       "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Pass",
-      "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Lfoc",
       "POS=PROPN",
-      "Case=Nom|Deixis=Prox|Number=Sing|POS=PRON|PronType=Dem",
-      "Gender=Masc|POS=NOUN",
-      "Gender=Fem|POS=NOUN",
-      "Degree=Pos|Gender=Fem|POS=ADJ",
-      "Gender=Fem|POS=PROPN",
-      "Case=Nom|Clusivity=In|Number=Dual|POS=PRON|Person=1|PronType=Prs",
-      "Number=Plur|POS=DET|PronType=Ind",
       "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs",
-      "POS=PRON|PronType=Prs|Reflex=Yes",
-      "Gender=Masc|POS=DET|PronType=Emp",
-      "Case=Nom|POS=PRON|PronType=Int",
-      "Link=Yes|POS=NOUN",
-      "POS=PART|PartType=Int",
-      "POS=INTJ|Polarity=Pos",
-      "Link=Yes|POS=PART|PartType=Int",
-      "POS=VERB|Polarity=Neg",
-      "Degree=Pos|POS=ADJ|PronType=Int",
-      "Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs",
-      "Aspect=Perf|Mood=Ind|POS=VERB|PronType=Int|Voice=Act",
       "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
-      "Aspect=Perf|Mood=Ind|POS=VERB|PronType=Int|Voice=Pass",
-      "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Ifoc",
       "POS=ADV|PronType=Int",
-      "Aspect=Prog|Mood=Ind|POS=VERB|Voice=Act",
-      "POS=PART|PartType=Nfh",
-      "Deixis=Remt|POS=ADV|PronType=Dem",
       "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Act",
-      "Link=Yes|POS=VERB|Polarity=Pos",
-      "Link=Yes|POS=VERB|Polarity=Neg",
-      "POS=PART|PartType=Des",
-      "Mood=Imp|POS=AUX|Polarity=Neg",
-      "Case=Nom|Link=Yes|Number=Plur|POS=PRON|Person=2|PronType=Prs",
-      "Case=Nom|Link=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs",
-      "Aspect=Prog|Mood=Ind|POS=VERB|Voice=Pass",
-      "Aspect=Prog|Mood=Ind|POS=VERB|Voice=Lfoc",
-      "Aspect=Prog|Mood=Ind|POS=VERB|Voice=Bfoc",
-      "POS=DET|PronType=Tot",
-      "Case=Dat|Link=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs",
-      "Link=Yes|POS=PRON|PronType=Prs|Reflex=Yes",
-      "Mood=Imp|POS=VERB|Voice=Act",
       "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs",
-      "Mood=Imp|POS=VERB|Voice=Lfoc",
       "Case=Gen|Number=Sing|POS=PRON|Person=2|PronType=Prs",
-      "Mood=Imp|POS=VERB|Voice=Pass",
       "Case=Gen|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs",
-      "Aspect=Hab|POS=VERB|Voice=Pass",
-      "Gender=Masc|Link=Yes|POS=PROPN",
-      "Case=Gen|Link=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs",
-      "Case=Gen|Link=Yes|Number=Sing|POS=PRON|Person=1|PronType=Prs",
-      "POS=ADJ",
-      "POS=PART",
-      "POS=PRON",
-      "POS=VERB",
       "POS=INTJ",
-      "POS=CCONJ",
-      "POS=NUM",
-      "POS=DET"
     ],
     "parser":[
       "ROOT",
       "advmod",
       "case",
       "dep",
       "nmod",
       "nsubj",
       "obj",
       "obl",
-      "punct"
     ],
     "ner":[
       "LOC",
@@ -150,6 +1136,7 @@
   },
   "pipeline":[
     "tok2vec",
     "tagger",
     "morphologizer",
     "parser",
@@ -157,6 +1144,7 @@
   ],
   "components":[
     "tok2vec",
     "tagger",
     "morphologizer",
     "parser",
@@ -167,9 +1155,22 @@
   ],
   "parent_package":"spacy",
   "requirements":[
-    "spacy-transformers>=1.2.5,<1.3.0"
   ],
   "sources":[
     {
       "name":"TLUnified dataset",
       "license":"GNU GPL 3.0",

 {
   "lang":"tl",
   "name":"calamancy_md",
+  "version":"0.2.0",
   "description":"calamanCy: Tagalog NLP pipelines in spaCy",
   "author":"Lester James V. Miranda",
   "email":"[email protected]",
   "url":"https://github.com/ljvmiranda921/calamanCy",
   "license":"MIT",
+  "spacy_version":">=3.8.3",
+  "spacy_git_version":"be0fa81",
   "vectors":{
     "width":200,
+    "vectors":200000,
     "keys":-1,
     "name":"tl_pipeline.vectors"
   },
     ],
     "tagger":[
       "ADJ",
+      "ADJ_ADP__Case=Gen",
+      "ADJ_CCONJ",
+      "ADJ_CCONJ__Degree=Abs",
       "ADJ_PART",
+      "ADJ_PART_ADJ",
+      "ADJ_PART_ADJ_PART__Degree=Abs",
+      "ADJ_PART_ADJ__Degree=Abs",
+      "ADJ_PART__Aspect=Imp|Mood=Ind|Voice=Act",
+      "ADJ_PART__Aspect=Imp|Mood=Pot|Voice=Pass",
+      "ADJ_PART__Aspect=Perf|Mood=Ind|Voice=Pass",
+      "ADJ_PART__Case=Gen|Deixis=Remt|PronType=Dem",
+      "ADJ_PART__Case=Nom|Number=Plur|Person=2|PronType=Prs",
+      "ADJ_PART__Degree=Abs",
+      "ADJ_PART__Degree=Sup",
+      "ADJ_PART__Degree=Sup|NumType=Ord",
+      "ADJ_PART__Degree=Sup|Typo=Yes",
+      "ADJ_PART__Deixis=Prox|PronType=Dem",
+      "ADJ_PART__NumType=Card",
+      "ADJ_PART__NumType=Frac",
+      "ADJ_PART__NumType=Ord",
+      "ADJ_PART__NumType=Ord|Typo=Yes",
+      "ADJ_PART__Polarity=Neg",
+      "ADJ_PART__Typo=Yes",
+      "ADJ_X",
+      "ADJ__Abbr=Yes",
+      "ADJ__Aspect=Imp|Mood=Ind|Voice=Act",
+      "ADJ__Aspect=Imp|Mood=Ind|Voice=Pass",
+      "ADJ__Aspect=Imp|Mood=Pot|Voice=Act",
+      "ADJ__Aspect=Imp|Mood=Pot|Voice=Lfoc",
+      "ADJ__Aspect=Imp|Mood=Pot|Voice=Pass",
+      "ADJ__Aspect=Perf|Mood=Ind|Voice=Act",
+      "ADJ__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+      "ADJ__Case=Dat|Number=Sing|Person=2|PronType=Prs",
+      "ADJ__Case=Gen|Deixis=Remt|PronType=Dem",
+      "ADJ__Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs",
+      "ADJ__Case=Nom|Number=Plur|Person=2|PronType=Prs",
+      "ADJ__Degree=Abs",
+      "ADJ__Degree=Cmp",
+      "ADJ__Degree=Equ",
+      "ADJ__Degree=Sup",
+      "ADJ__NumType=Card",
+      "ADJ__NumType=Dist",
+      "ADJ__NumType=Ord",
+      "ADJ__Polarity=Neg",
+      "ADJ__PronType=Int",
+      "ADJ__Typo=Yes",
       "ADP",
+      "ADP_ADP",
+      "ADP_CCONJ",
+      "ADP_PART",
+      "ADP_PART__Case=Gen|Deixis=Prox|PronType=Dem",
+      "ADP_PART__Case=Gen|Deixis=Remt|PronType=Dem",
+      "ADP_PRON_PART__Case=Dat,Loc|Number=Sing|Person=2|PronType=Prs",
+      "ADP_PRON__Case=Dat,Loc|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+      "ADP_PRON__Case=Dat,Loc|Number=Sing|Person=2|PronType=Prs",
+      "ADP_PRON__Case=Dat|Number=Sing|Person=1|PronType=Prs",
+      "ADP_PRON__Case=Loc",
+      "ADP__Aspect=Imp|Mood=Pot|Voice=Act",
+      "ADP__Aspect=Imp|Mood=Pot|Voice=Pass",
+      "ADP__Aspect=Perf|Mood=Ind|Voice=Act",
+      "ADP__Aspect=Perf|Mood=Ind|Voice=Pass",
+      "ADP__Case=Dat",
+      "ADP__Case=Dat|Number=Plur",
+      "ADP__Case=Dat|Number=Sing",
+      "ADP__Case=Dat|Typo=Yes",
+      "ADP__Case=Gen",
+      "ADP__Case=Gen|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+      "ADP__Case=Gen|Number=Plur",
+      "ADP__Case=Gen|Number=Plur|Person=3|PronType=Prs",
+      "ADP__Case=Gen|Number=Plur|Typo=Yes",
+      "ADP__Case=Gen|Number=Sing",
+      "ADP__Case=Gen|Number=Sing|Typo=Yes",
+      "ADP__Case=Gen|Typo=Yes",
+      "ADP__Case=Loc",
+      "ADP__Case=Loc|Number=Plur|Typo=Yes",
+      "ADP__Case=Loc|Typo=Yes",
+      "ADP__Case=Nom",
+      "ADP__Case=Nom|Number=Plur",
+      "ADP__Case=Nom|Number=Sing",
+      "ADP__Case=Nom|Typo=Yes",
+      "ADP__NumType=Dist",
+      "ADP__Polarity=Neg",
+      "ADP__Typo=Yes",
       "ADV",
+      "ADV_ADP",
+      "ADV_ADP__Case=Gen",
+      "ADV_ADV",
+      "ADV_CCONJ",
+      "ADV_DET",
+      "ADV_DET__Case=Loc|PronType=Int",
+      "ADV_DET__Case=Nom",
+      "ADV_DET__Number=Sing",
       "ADV_PART",
+      "ADV_PART__Aspect=Imp|Mood=Pot|Voice=Pass",
+      "ADV_PART__Aspect=Perf|Mood=Ind|Voice=Pass",
+      "ADV_PART__Case=Dat|Number=Sing|Person=2|PronType=Prs",
+      "ADV_PART__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+      "ADV_PART__Case=Gen",
+      "ADV_PART__Case=Gen|Deixis=Med|PronType=Dem",
+      "ADV_PART__Case=Gen|Deixis=Prox|PronType=Dem",
+      "ADV_PART__Case=Gen|Deixis=Remt|PronType=Dem",
+      "ADV_PART__Case=Gen|Deixis=Remt|PronType=Dem|Typo=Yes",
+      "ADV_PART__Case=Gen|Typo=Yes",
+      "ADV_PART__Case=Loc",
+      "ADV_PART__Case=Loc|PronType=Int",
+      "ADV_PART__Case=Nom|Deixis=Remt|PronType=Dem",
+      "ADV_PART__Case=Nom|Number=Plur|Person=2|PronType=Prs",
+      "ADV_PART__Case=Nom|Number=Sing|Person=3|PronType=Prs",
+      "ADV_PART__Deixis=Med|PronType=Dem",
+      "ADV_PART__Deixis=Prox|PronType=Dem",
+      "ADV_PART__Deixis=Prox|PronType=Dem|Typo=Yes",
+      "ADV_PART__Deixis=Remt|PronType=Dem",
+      "ADV_PART__NumType=Card",
+      "ADV_PART__NumType=Dist",
+      "ADV_PART__NumType=Ord",
+      "ADV_PART__PartType=Int|Polarity=Neg",
+      "ADV_PART__Polarity=Neg",
+      "ADV_PART__PronType=Int",
+      "ADV_PART__Typo=Yes",
+      "ADV_VERB_PART__Aspect=Imp|Mood=Ind|Polarity=Neg|Voice=Pass",
+      "ADV_X",
+      "ADV__Abbr=Yes",
+      "ADV__Abbr=Yes|Polarity=Neg",
+      "ADV__Aspect=Imp|Mood=Ind|Voice=Act",
+      "ADV__Aspect=Imp|Mood=Ind|Voice=Pass",
+      "ADV__Aspect=Imp|Mood=Pot|Voice=Act",
+      "ADV__Aspect=Imp|Mood=Pot|Voice=Lfoc",
+      "ADV__Aspect=Imp|Mood=Pot|Voice=Pass",
+      "ADV__Aspect=Perf|Mood=Ind|Voice=Act",
+      "ADV__Aspect=Perf|Mood=Ind|Voice=Pass",
+      "ADV__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+      "ADV__Case=Gen",
+      "ADV__Case=Gen|Deixis=Prox|PronType=Dem",
+      "ADV__Case=Gen|Deixis=Remt|PronType=Dem",
+      "ADV__Case=Gen|Deixis=Remt|PronType=Dem|Typo=Yes",
+      "ADV__Case=Gen|Number=Sing",
+      "ADV__Case=Gen|Number=Sing|Person=2|PronType=Prs",
+      "ADV__Case=Gen|Typo=Yes",
+      "ADV__Case=Loc",
+      "ADV__Case=Loc|Deixis=Med|PronType=Dem",
+      "ADV__Case=Loc|Deixis=Prox|PronType=Dem",
+      "ADV__Case=Loc|Deixis=Remt|PronType=Dem",
+      "ADV__Case=Loc|PronType=Int",
+      "ADV__Case=Loc|PronType=Int|Typo=Yes",
+      "ADV__Case=Nom|Deixis=Remt|PronType=Dem",
+      "ADV__Case=Nom|PronType=Ind",
+      "ADV__Case=Nom|PronType=Int",
+      "ADV__Degree=Abs",
+      "ADV__Degree=Cmp",
+      "ADV__Degree=Equ",
+      "ADV__Degree=Sup",
+      "ADV__Deixis=Med|PronType=Dem",
+      "ADV__Deixis=Prox|PronType=Dem",
+      "ADV__Deixis=Remt|PronType=Dem",
+      "ADV__NumType=Card",
+      "ADV__NumType=Dist",
+      "ADV__NumType=Ord",
+      "ADV__NumType=Sets",
+      "ADV__Number=Plur",
+      "ADV__PartType=Int",
+      "ADV__Polarity=Neg",
+      "ADV__Polarity=Neg|Typo=Yes",
+      "ADV__PronType=Ind",
+      "ADV__PronType=Int",
+      "ADV__Typo=Yes",
+      "Aspect=Imp|Mood=Ind|Voice=Lfoc",
       "CCONJ",
+      "CCONJ_ADV__Polarity=Neg",
+      "CCONJ_CCONJ",
+      "CCONJ__Case=Loc|Deixis=Prox|PronType=Dem",
+      "CCONJ__PronType=Int",
+      "CCONJ__Typo=Yes",
       "DET",
       "DET_PART",
+      "DET_PART__Case=Gen|Deixis=Prox|PronType=Dem",
+      "DET_PART__Case=Nom|Deixis=Remt|PronType=Dem",
+      "DET__Aspect=Imp|Mood=Pot|Voice=Pass",
+      "DET__Case=Gen|Number=Sing",
+      "DET__Case=Gen|Number=Sing|Typo=Yes",
+      "DET__Case=Gen|Typo=Yes",
+      "DET__Case=Loc|Deixis=Prox|PronType=Dem",
+      "DET__Case=Loc|Deixis=Remt|PronType=Dem",
+      "DET__Case=Nom",
+      "DET__Case=Nom|Number=Plur",
+      "DET__Case=Nom|Number=Plur|Typo=Yes",
+      "DET__Case=Nom|Number=Sing",
+      "DET__Case=Nom|Number=Sing|Typo=Yes",
+      "DET__Case=Nom|Typo=Yes",
+      "DET__NumType=Card",
+      "DET__Number=Plur",
+      "DET__Number=Plur|Typo=Yes",
+      "DET__Typo=Yes",
       "INTJ",
+      "INTJ_PART",
+      "INTJ__NumType=Ord",
+      "INTJ__Polite=Form",
       "NOUN",
+      "NOUN_ADP",
+      "NOUN_CCONJ",
+      "NOUN_CCONJ__Case=Nom|Deixis=Prox|PronType=Dem",
+      "NOUN_CCONJ__NumType=Ord",
+      "NOUN_DET__Case=Nom",
+      "NOUN_NOUN_PART",
       "NOUN_PART",
+      "NOUN_PART__Aspect=Imp|Mood=Pot|Voice=Act",
+      "NOUN_PART__Aspect=Imp|Mood=Pot|Voice=Lfoc",
+      "NOUN_PART__Aspect=Imp|Mood=Pot|Voice=Pass",
+      "NOUN_PART__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+      "NOUN_PART__Case=Gen",
+      "NOUN_PART__Case=Gen|Number=Plur|Person=3|PronType=Prs",
+      "NOUN_PART__Case=Loc",
+      "NOUN_PART__Case=Nom|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+      "NOUN_PART__Case=Nom|Number=Plur|Person=2|PronType=Prs",
+      "NOUN_PART__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+      "NOUN_PART__Case=Nom|Number=Sing|Person=3|PronType=Prs",
+      "NOUN_PART__Case=Nom|PronType=Ind",
+      "NOUN_PART__Degree=Sup",
+      "NOUN_PART__NumType=Card",
+      "NOUN_PART__NumType=Ord",
+      "NOUN_PART__PronType=Int",
+      "NOUN_PART__Typo=Yes",
+      "NOUN_X",
+      "NOUN__Abbr=Yes",
+      "NOUN__Aspect=Imp|Mood=Ind|Voice=Act",
+      "NOUN__Aspect=Imp|Mood=Ind|Voice=Bfoc",
+      "NOUN__Aspect=Imp|Mood=Ind|Voice=Lfoc",
+      "NOUN__Aspect=Imp|Mood=Ind|Voice=Pass",
+      "NOUN__Aspect=Imp|Mood=Pot|Voice=Act",
+      "NOUN__Aspect=Imp|Mood=Pot|Voice=Bfoc",
+      "NOUN__Aspect=Imp|Mood=Pot|Voice=Cau",
+      "NOUN__Aspect=Imp|Mood=Pot|Voice=Lfoc",
+      "NOUN__Aspect=Imp|Mood=Pot|Voice=Pass",
+      "NOUN__Aspect=Perf|Mood=Ind|Voice=Act",
+      "NOUN__Aspect=Perf|Mood=Ind|Voice=Lfoc",
+      "NOUN__Aspect=Perf|Mood=Ind|Voice=Pass",
+      "NOUN__Aspect=Perf|Mood=Pot|Voice=Act",
+      "NOUN__Aspect=Perf|Mood=Pot|Voice=Pass",
+      "NOUN__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+      "NOUN__Case=Dat|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+      "NOUN__Case=Dat|Number=Sing",
+      "NOUN__Case=Dat|Number=Sing|Person=1|PronType=Prs",
+      "NOUN__Case=Dat|Number=Sing|Person=2|PronType=Prs",
+      "NOUN__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+      "NOUN__Case=Gen",
+      "NOUN__Case=Gen|Number=Plur|Person=2|PronType=Prs",
+      "NOUN__Case=Gen|Number=Sing|Person=1|PronType=Prs",
+      "NOUN__Case=Gen|Number=Sing|Person=3|PronType=Prs",
+      "NOUN__Case=Loc",
+      "NOUN__Case=Loc|Deixis=Prox|PronType=Dem",
+      "NOUN__Case=Loc|Deixis=Remt|PronType=Dem",
+      "NOUN__Case=Loc|PronType=Int",
+      "NOUN__Case=Loc|Typo=Yes",
+      "NOUN__Case=Nom|Deixis=Med|PronType=Dem",
+      "NOUN__Case=Nom|Deixis=Prox|PronType=Dem",
+      "NOUN__Case=Nom|Deixis=Remt|PronType=Dem",
+      "NOUN__Case=Nom|Number=Dual|Person=2|PronType=Prs",
+      "NOUN__Case=Nom|Number=Plur|Person=1|PronType=Prs",
+      "NOUN__Case=Nom|Number=Plur|Person=2|PronType=Prs",
+      "NOUN__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+      "NOUN__Case=Nom|Number=Sing|Person=3|PronType=Prs",
+      "NOUN__Case=Nom|PronType=Ind",
+      "NOUN__Deixis=Remt|PronType=Dem",
+      "NOUN__NumType=Card",
+      "NOUN__NumType=Frac",
+      "NOUN__NumType=Ord",
+      "NOUN__NumType=Sets",
+      "NOUN__Number=Plur",
+      "NOUN__Polarity=Neg",
+      "NOUN__PronType=Int",
+      "NOUN__Typo=Yes",
       "NUM",
+      "NUM_CCONJ",
+      "NUM_CCONJ__NumType=Card",
+      "NUM_DET__NumType=Card|Typo=Yes",
+      "NUM_NOUN__NumType=Card",
       "NUM_PART",
+      "NUM_PART__Case=Gen|Deixis=Prox|PronType=Dem",
+      "NUM_PART__Case=Nom|Deixis=Prox|PronType=Dem",
+      "NUM_PART__Case=Nom|Deixis=Remt|PronType=Dem",
+      "NUM_PART__Deixis=Prox|PronType=Dem",
+      "NUM_PART__NumType=Card",
+      "NUM_PART__NumType=Dist",
+      "NUM_PART__NumType=Ord",
+      "NUM_PART__PronType=Int",
+      "NUM_PUNCT_NOUN__NumType=Card",
+      "NUM__Abbr=Yes|NumType=Card",
+      "NUM__Aspect=Imp|Mood=Ind|Voice=Act",
+      "NUM__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+      "NUM__Deixis=Prox|PronType=Dem",
+      "NUM__NumType=Card",
+      "NUM__NumType=Card|PronType=Int",
+      "NUM__NumType=Dist",
+      "NUM__NumType=Frac",
+      "NUM__NumType=Ord",
+      "NUM__NumType=Sets",
+      "NUM__PronType=Int",
+      "NumType=Ord",
+      "NumType=Ord__NumType=Ord",
       "PART",
+      "PART_CCONJ",
+      "PART_CCONJ__PartType=Int",
+      "PART_DET__PartType=Int",
+      "PART_PART",
+      "PART_PART__PartType=Int",
+      "PART_PART__Polite=Form",
+      "PART__Aspect=Perf|Mood=Ind|Voice=Pass",
+      "PART__Case=Gen",
+      "PART__Case=Gen|Number=Sing",
+      "PART__Case=Gen|Typo=Yes",
+      "PART__Case=Loc",
+      "PART__Case=Nom|Number=Plur",
+      "PART__Case=Nom|Typo=Yes",
+      "PART__PartType=Int",
+      "PART__Polite=Form",
+      "PART__Polite=Form|Typo=Yes",
+      "PART__Typo=Yes",
       "PRON",
+      "PRON_ADP__Case=Dat,Gen|Number=Plur|Person=3|PronType=Prs",
+      "PRON_ADV",
+      "PRON_ADV__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+      "PRON_ADV__Case=Gen|Deixis=Prox|PronType=Dem",
+      "PRON_AUX",
+      "PRON_CCONJ",
+      "PRON_DET__Abbr=Yes|Case=Nom|Number=Sing|Person=3|PronType=Prs",
+      "PRON_DET__Case=Gen,Nom|Number=Sing|Person=3|PronType=Prs",
+      "PRON_DET__Case=Gen|Number=Sing|Person=3|PronType=Prs",
+      "PRON_DET__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+      "PRON_DET__Case=Nom|Number=Sing|Person=3|PronType=Prs",
+      "PRON_DET__Case=Nom|PronType=Int",
+      "PRON_DET__PronType=Int",
       "PRON_PART",
+      "PRON_PART__Aspect=Imp|Mood=Pot|Voice=Pass",
+      "PRON_PART__Aspect=Perf|Mood=Ind|Voice=Act",
+      "PRON_PART__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+      "PRON_PART__Case=Dat|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+      "PRON_PART__Case=Dat|Number=Plur|Person=2|PronType=Prs",
+      "PRON_PART__Case=Dat|Number=Plur|Person=3|PronType=Prs",
+      "PRON_PART__Case=Dat|Number=Plur|Person=3|PronType=Prs|Typo=Yes",
+      "PRON_PART__Case=Dat|Number=Sing|Person=1|PronType=Prs",
+      "PRON_PART__Case=Dat|Number=Sing|Person=2|PronType=Prs",
+      "PRON_PART__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+      "PRON_PART__Case=Dat|PronType=Int",
+      "PRON_PART__Case=Gen|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+      "PRON_PART__Case=Gen|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+      "PRON_PART__Case=Gen|Deixis=Prox|PronType=Dem",
+      "PRON_PART__Case=Gen|Deixis=Remt|PronType=Dem",
+      "PRON_PART__Case=Gen|Number=Plur|Person=2|PronType=Prs",
+      "PRON_PART__Case=Gen|Number=Plur|Person=3|PronType=Prs",
+      "PRON_PART__Case=Gen|Number=Sing|Person=1|PronType=Prs",
+      "PRON_PART__Case=Gen|Number=Sing|Person=1|PronType=Prs|Typo=Yes",
+      "PRON_PART__Case=Gen|Number=Sing|Person=2|PronType=Prs",
+      "PRON_PART__Case=Gen|Number=Sing|Person=3|PronType=Prs",
+      "PRON_PART__Case=Loc|Deixis=Med|PronType=Dem",
+      "PRON_PART__Case=Loc|Deixis=Prox|PronType=Dem",
+      "PRON_PART__Case=Loc|PronType=Int",
+      "PRON_PART__Case=Nom|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+      "PRON_PART__Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs",
+      "PRON_PART__Case=Nom|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+      "PRON_PART__Case=Nom|Deixis=Med|PronType=Dem",
+      "PRON_PART__Case=Nom|Deixis=Prox|PronType=Dem",
+      "PRON_PART__Case=Nom|Deixis=Remt|PronType=Dem",
+      "PRON_PART__Case=Nom|Deixis=Remt|PronType=Dem|Typo=Yes",
+      "PRON_PART__Case=Nom|Number=Plur|Person=2|PronType=Prs",
+      "PRON_PART__Case=Nom|Number=Plur|Person=3|PronType=Prs",
+      "PRON_PART__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+      "PRON_PART__Case=Nom|Number=Sing|Person=2|PronType=Prs",
+      "PRON_PART__Case=Nom|Number=Sing|Person=3|PronType=Prs",
+      "PRON_PART__Case=Nom|PronType=Ind",
+      "PRON_PART__Case=Nom|PronType=Int",
+      "PRON_PART__Deixis=Prox|PronType=Dem",
+      "PRON_PART__Person=1",
+      "PRON_PART__PronType=Int",
+      "PRON_VERB",
+      "PRON_X__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+      "PRON__Abbr=Yes|Case=Gen|Number=Plur|Person=2|PronType=Prs",
+      "PRON__Abbr=Yes|Case=Nom|PronType=Int",
+      "PRON__Aspect=Imp|Mood=Ind|Voice=Pass",
+      "PRON__Aspect=Imp|Mood=Pot|Voice=Act",
+      "PRON__Aspect=Imp|Mood=Pot|Voice=Pass",
+      "PRON__Aspect=Perf|Mood=Ind|Voice=Act",
+      "PRON__Aspect=Perf|Mood=Ind|Voice=Pass",
+      "PRON__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+      "PRON__Case=Dat|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+      "PRON__Case=Dat|Number=Plur|Person=2|PronType=Prs",
+      "PRON__Case=Dat|Number=Plur|Person=3|PronType=Prs",
+      "PRON__Case=Dat|Number=Sing|Person=1|PronType=Prs",
+      "PRON__Case=Dat|Number=Sing|Person=2|PronType=Prs",
+      "PRON__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+      "PRON__Case=Dat|PronType=Int",
+      "PRON__Case=Gen|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+      "PRON__Case=Gen|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+      "PRON__Case=Gen|Deixis=Med|PronType=Dem",
+      "PRON__Case=Gen|Deixis=Prox|PronType=Dem",
+      "PRON__Case=Gen|Deixis=Prox|PronType=Dem|Typo=Yes",
+      "PRON__Case=Gen|Deixis=Remt|PronType=Dem",
+      "PRON__Case=Gen|Number=Plur",
+      "PRON__Case=Gen|Number=Plur|Person=2|PronType=Prs",
+      "PRON__Case=Gen|Number=Plur|Person=2|PronType=Prs|Typo=Yes",
+      "PRON__Case=Gen|Number=Plur|Person=3|PronType=Prs",
+      "PRON__Case=Gen|Number=Plur|Person=3|PronType=Prs|Typo=Yes",
+      "PRON__Case=Gen|Number=Sing|Person=1|PronType=Prs",
+      "PRON__Case=Gen|Number=Sing|Person=1|PronType=Prs|Typo=Yes",
+      "PRON__Case=Gen|Number=Sing|Person=2|PronType=Prs",
+      "PRON__Case=Gen|Number=Sing|Person=3|PronType=Prs",
+      "PRON__Case=Gen|Number=Sing|Person=3|PronType=Prs|Typo=Yes",
+      "PRON__Case=Gen|PronType=Ind",
+      "PRON__Case=Loc|Deixis=Med|PronType=Dem",
+      "PRON__Case=Loc|Deixis=Med|PronType=Dem|Typo=Yes",
+      "PRON__Case=Loc|Deixis=Prox|PronType=Dem",
+      "PRON__Case=Loc|Deixis=Remt|PronType=Dem",
+      "PRON__Case=Loc|PronType=Int",
+      "PRON__Case=Nom|Clusivity=Ex|Number=Dual|Person=1|PronType=Prs",
+      "PRON__Case=Nom|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+      "PRON__Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs",
+      "PRON__Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs|Typo=Yes",
+      "PRON__Case=Nom|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+      "PRON__Case=Nom|Deixis=Med|PronType=Dem",
+      "PRON__Case=Nom|Deixis=Prox|PronType=Dem",
+      "PRON__Case=Nom|Deixis=Remt|PronType=Dem",
+      "PRON__Case=Nom|Deixis=Remt|PronType=Dem|Typo=Yes",
+      "PRON__Case=Nom|Number=Dual|Person=2|PronType=Prs",
+      "PRON__Case=Nom|Number=Plur|Person=1|PronType=Prs",
+      "PRON__Case=Nom|Number=Plur|Person=2|PronType=Prs",
+      "PRON__Case=Nom|Number=Plur|Person=2|PronType=Prs|Typo=Yes",
+      "PRON__Case=Nom|Number=Plur|Person=3|PronType=Prs",
+      "PRON__Case=Nom|Number=Plur|Person=3|PronType=Prs|Typo=Yes",
+      "PRON__Case=Nom|Number=Sing",
+      "PRON__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+      "PRON__Case=Nom|Number=Sing|Person=1|PronType=Prs|Typo=Yes",
+      "PRON__Case=Nom|Number=Sing|Person=2|PronType=Prs",
+      "PRON__Case=Nom|Number=Sing|Person=3|PronType=Prs",
+      "PRON__Case=Nom|Number=Sing|Person=3|PronType=Prs|Typo=Yes",
+      "PRON__Case=Nom|PronType=Ind",
+      "PRON__Case=Nom|PronType=Ind|Typo=Yes",
+      "PRON__Case=Nom|PronType=Int",
+      "PRON__Deixis=Med|PronType=Dem",
+      "PRON__Deixis=Prox|PronType=Dem",
+      "PRON__Deixis=Remt|PronType=Dem",
+      "PRON__NumType=Card",
+      "PRON__Number=Plur|PronType=Ind",
+      "PRON__Number=Plur|PronType=Int",
+      "PRON__PronType=Dem",
+      "PRON__PronType=Ind",
+      "PRON__PronType=Int",
+      "PRON__PronType=Int|Typo=Yes",
+      "PRON__PronType=Tot",
+      "PRON__Typo=Yes",
       "PROPN",
+      "PROPN_ADP",
+      "PROPN_DET__Case=Nom|PronType=Int",
+      "PROPN_PART",
+      "PROPN_PART__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+      "PROPN_PART__Case=Nom|Deixis=Remt|PronType=Dem",
+      "PROPN_PART__NumType=Ord",
+      "PROPN_PROPN",
+      "PROPN_PROPN__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+      "PROPN_X",
+      "PROPN_X__Aspect=Perf|Mood=Ind|Voice=Pass",
+      "PROPN__Abbr=Yes",
+      "PROPN__Aspect=Imp|Mood=Ind|Voice=Act",
+      "PROPN__Aspect=Imp|Mood=Ind|Voice=Pass",
+      "PROPN__Aspect=Imp|Mood=Pot|Voice=Act",
+      "PROPN__Aspect=Imp|Mood=Pot|Voice=Lfoc",
+      "PROPN__Aspect=Imp|Mood=Pot|Voice=Pass",
+      "PROPN__Aspect=Perf|Mood=Ind|Voice=Pass",
+      "PROPN__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+      "PROPN__Case=Gen",
+      "PROPN__Case=Gen|Number=Plur|Person=2|PronType=Prs",
+      "PROPN__Case=Gen|Number=Sing",
+      "PROPN__Case=Gen|Number=Sing|Person=2|PronType=Prs",
+      "PROPN__Case=Gen|Number=Sing|Person=3|PronType=Prs",
+      "PROPN__Case=Loc",
+      "PROPN__Case=Loc|Deixis=Prox|PronType=Dem",
+      "PROPN__Case=Loc|Deixis=Remt|PronType=Dem",
+      "PROPN__Case=Nom",
+      "PROPN__Case=Nom|Deixis=Med|PronType=Dem",
+      "PROPN__Case=Nom|Deixis=Prox|PronType=Dem",
+      "PROPN__Case=Nom|Deixis=Remt|PronType=Dem",
+      "PROPN__Case=Nom|Number=Plur|Person=1|PronType=Prs",
+      "PROPN__Case=Nom|Number=Plur|Person=3|PronType=Prs",
+      "PROPN__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+      "PROPN__Case=Nom|Number=Sing|Person=2|PronType=Prs",
+      "PROPN__Case=Nom|Number=Sing|Person=3|PronType=Prs",
+      "PROPN__Case=Nom|PronType=Ind",
+      "PROPN__Degree=Sup",
+      "PROPN__Deixis=Prox|PronType=Dem",
+      "PROPN__Deixis=Remt|PronType=Dem",
+      "PROPN__NumType=Card",
+      "PROPN__NumType=Ord",
+      "PROPN__Number=Plur",
+      "PROPN__PartType=Int",
+      "PROPN__Polarity=Neg",
+      "PROPN__PronType=Int",
+      "PROPN__Typo=Yes",
       "PUNCT",
+      "PUNCT__Case=Loc",
       "SCONJ",
+      "SCONJ_ADP",
+      "SCONJ_ADV",
+      "SCONJ_ADV__Aspect=Imp|Case=Loc|Mood=Pot|PronType=Int|Voice=Pass",
+      "SCONJ_ADV__Polarity=Neg",
+      "SCONJ_ADV__Typo=Yes",
+      "SCONJ_CCONJ",
+      "SCONJ_CCONJ__Degree=Abs",
+      "SCONJ_PART",
+      "SCONJ_PART__Case=Gen|Deixis=Remt|PronType=Dem",
+      "SCONJ_PART__Case=Loc|PronType=Int",
+      "SCONJ_PART__Deixis=Remt|PronType=Dem",
+      "SCONJ__Aspect=Imp|Mood=Ind|Voice=Act",
+      "SCONJ__Aspect=Imp|Mood=Pot|Voice=Act",
+      "SCONJ__Aspect=Imp|Mood=Pot|Voice=Pass",
+      "SCONJ__Aspect=Perf|Mood=Ind|Voice=Pass",
+      "SCONJ__Case=Gen",
+      "SCONJ__Case=Gen|Deixis=Remt|PronType=Dem",
+      "SCONJ__Case=Gen|Typo=Yes",
+      "SCONJ__Case=Loc|Deixis=Prox|PronType=Dem",
+      "SCONJ__Case=Loc|PronType=Int",
+      "SCONJ__Case=Nom",
+      "SCONJ__Degree=Abs",
+      "SCONJ__PronType=Int",
+      "SCONJ__Typo=Yes",
+      "SYM",
       "VERB",
+      "VERB_ADP__Aspect=Perf|Case=Gen|Mood=Ind|Typo=Yes|Voice=Cau",
+      "VERB_ADP__Aspect=Perf|Case=Gen|Mood=Ind|Voice=Pass",
+      "VERB_ADP__Case=Gen",
+      "VERB_ADV__Aspect=Perf|Mood=Ind|Voice=Act",
+      "VERB_ADV__Aspect=Perf|Mood=Ind|Voice=Pass",
+      "VERB_CCONJ",
+      "VERB_CCONJ__Aspect=Imp|Mood=Pot|Voice=Act",
+      "VERB_DET",
+      "VERB_DET__Case=Nom",
+      "VERB_DET__Polarity=Neg",
+      "VERB_PART",
+      "VERB_PART_NOUN",
+      "VERB_PART_NOUN__Aspect=Imp|Mood=Ind|Voice=Cau",
+      "VERB_PART_VERB",
+      "VERB_PART_VERB__Polarity=Neg",
+      "VERB_PART__Aspect=Imp|Mood=Ind|Typo=Yes|Voice=Act",
+      "VERB_PART__Aspect=Imp|Mood=Ind|Voice=Act",
+      "VERB_PART__Aspect=Imp|Mood=Ind|Voice=Bfoc",
+      "VERB_PART__Aspect=Imp|Mood=Ind|Voice=Cau",
+      "VERB_PART__Aspect=Imp|Mood=Ind|Voice=Lfoc",
+      "VERB_PART__Aspect=Imp|Mood=Ind|Voice=Pass",
+      "VERB_PART__Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Lfoc",
+      "VERB_PART__Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Pass",
+      "VERB_PART__Aspect=Imp|Mood=Pot|Voice=Act",
+      "VERB_PART__Aspect=Imp|Mood=Pot|Voice=Cau",
+      "VERB_PART__Aspect=Imp|Mood=Pot|Voice=Lfoc",
+      "VERB_PART__Aspect=Imp|Mood=Pot|Voice=Pass",
+      "VERB_PART__Aspect=Perf|Mood=Ind|Voice=Act",
+      "VERB_PART__Aspect=Perf|Mood=Ind|Voice=Bfoc",
+      "VERB_PART__Aspect=Perf|Mood=Ind|Voice=Cau",
+      "VERB_PART__Aspect=Perf|Mood=Ind|Voice=Lfoc",
+      "VERB_PART__Aspect=Perf|Mood=Ind|Voice=Pass",
+      "VERB_PART__Aspect=Perf|Mood=Pot|Voice=Act",
+      "VERB_PART__Aspect=Perf|Mood=Pot|Voice=Pass",
+      "VERB_PART__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+      "VERB_PART__Case=Nom|Deixis=Prox|PronType=Dem",
+      "VERB_PART__Degree=Sup",
+      "VERB_PART__Polarity=Neg",
+      "VERB_PART__Typo=Yes",
+      "VERB_PRON",
+      "VERB_PRON__Case=Gen|Number=Sing|Person=1|PronType=Prs",
+      "VERB_X",
+      "VERB_X__Aspect=Imp|Mood=Ind|Voice=Pass",
+      "VERB_X__Aspect=Imp|Mood=Pot|Voice=Act",
+      "VERB_X__Aspect=Imp|Mood=Pot|Voice=Pass",
+      "VERB_X__Aspect=Perf|Mood=Ind|Voice=Act",
+      "VERB_X__Aspect=Perf|Mood=Ind|Voice=Pass",
+      "VERB_X__Typo=Yes",
+      "VERB__Aspect=Imp|Mood=Ind|Number=Plur|Voice=Act",
+      "VERB__Aspect=Imp|Mood=Ind|Typo=Yes|Voice=Lfoc",
+      "VERB__Aspect=Imp|Mood=Ind|Typo=Yes|Voice=Pass",
+      "VERB__Aspect=Imp|Mood=Ind|Voice=Act",
+      "VERB__Aspect=Imp|Mood=Ind|Voice=Bfoc",
+      "VERB__Aspect=Imp|Mood=Ind|Voice=Cau",
+      "VERB__Aspect=Imp|Mood=Ind|Voice=Lfoc",
+      "VERB__Aspect=Imp|Mood=Ind|Voice=Pass",
+      "VERB__Aspect=Imp|Mood=Pot",
+      "VERB__Aspect=Imp|Mood=Pot|Number=Plur|Voice=Pass",
+      "VERB__Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Act",
+      "VERB__Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Lfoc",
+      "VERB__Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Pass",
+      "VERB__Aspect=Imp|Mood=Pot|Voice=Act",
+      "VERB__Aspect=Imp|Mood=Pot|Voice=Bfoc",
+      "VERB__Aspect=Imp|Mood=Pot|Voice=Cau",
+      "VERB__Aspect=Imp|Mood=Pot|Voice=Lfoc",
+      "VERB__Aspect=Imp|Mood=Pot|Voice=Pass",
+      "VERB__Aspect=Perf|Mood=Ind",
+      "VERB__Aspect=Perf|Mood=Ind|NumType=Ord|Voice=Act",
+      "VERB__Aspect=Perf|Mood=Ind|Number=Plur|Voice=Act",
+      "VERB__Aspect=Perf|Mood=Ind|Typo=Yes|Voice=Act",
+      "VERB__Aspect=Perf|Mood=Ind|Typo=Yes|Voice=Bfoc",
+      "VERB__Aspect=Perf|Mood=Ind|Typo=Yes|Voice=Pass",
+      "VERB__Aspect=Perf|Mood=Ind|Voice=Act",
+      "VERB__Aspect=Perf|Mood=Ind|Voice=Bfoc",
+      "VERB__Aspect=Perf|Mood=Ind|Voice=Cau",
+      "VERB__Aspect=Perf|Mood=Ind|Voice=Lfoc",
+      "VERB__Aspect=Perf|Mood=Ind|Voice=Pass",
+      "VERB__Aspect=Perf|Mood=Pot|Typo=Yes|Voice=Pass",
+      "VERB__Aspect=Perf|Mood=Pot|Voice=Act",
+      "VERB__Aspect=Perf|Mood=Pot|Voice=Bfoc",
+      "VERB__Aspect=Perf|Mood=Pot|Voice=Cau",
+      "VERB__Aspect=Perf|Mood=Pot|Voice=Lfoc",
+      "VERB__Aspect=Perf|Mood=Pot|Voice=Pass",
+      "VERB__Case=Gen|Number=Sing",
+      "VERB__Case=Loc",
+      "VERB__Case=Loc|Deixis=Remt|PronType=Dem",
+      "VERB__Case=Loc|PronType=Int",
+      "VERB__Case=Nom|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+      "VERB__Case=Nom|Deixis=Med|PronType=Dem",
+      "VERB__Case=Nom|Deixis=Prox|PronType=Dem",
+      "VERB__Case=Nom|Number=Sing|Person=2|PronType=Prs",
+      "VERB__Degree=Abs",
+      "VERB__Degree=Cmp",
+      "VERB__Degree=Sup",
+      "VERB__Deixis=Med|PronType=Dem",
+      "VERB__Deixis=Prox|PronType=Dem",
+      "VERB__Deixis=Remt|PronType=Dem",
+      "VERB__NumType=Card",
+      "VERB__NumType=Ord",
+      "VERB__Number=Plur",
+      "VERB__Polarity=Neg",
+      "VERB__Polarity=Neg|Typo=Yes",
+      "VERB__PronType=Int",
+      "VERB__Typo=Yes",
+      "X",
+      "X__Aspect=Perf|Mood=Ind",
+      "X__Aspect=Perf|Mood=Ind|Voice=Act",
+      "fixed__Case=Loc",
+      "nsubj_PART__Case=Nom|Number=Sing|Person=3|PronType=Prs"
     ],
     "morphologizer":[
+      "POS=PART",
       "POS=PUNCT",
+      "POS=ADV|Polarity=Neg",
+      "POS=PART|PartType=Int",
       "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs",
       "POS=ADV",
+      "POS=ADJ",
+      "Case=Nom|POS=DET",
+      "POS=NOUN",
+      "Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
       "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Pass",
       "POS=PROPN",
+      "POS=VERB",
+      "POS=NUM",
+      "POS=CCONJ",
       "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Gen|POS=ADP",
       "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Case=Loc|POS=ADP",
+      "Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Case=Gen|Clusivity=Ex|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "POS=SCONJ",
       "POS=ADV|PronType=Int",
+      "Case=Nom|Clusivity=Ex|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Act",
+      "POS=PART|Polite=Form",
+      "Aspect=Perf|Mood=Pot|POS=VERB|Voice=Lfoc",
+      "Case=Gen|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "POS=VERB|Polarity=Neg",
+      "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Pass",
+      "POS=DET",
+      "NumType=Card|POS=NUM",
+      "Case=Dat|Number=Sing|POS=ADP",
       "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Act",
+      "Number=Plur|POS=DET",
+      "POS=PRON|PronType=Int",
+      "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Pass",
+      "Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Lfoc",
+      "Case=Loc|Deixis=Prox|POS=PRON|PronType=Dem",
+      "Case=Nom|Number=Sing|POS=DET",
+      "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Act",
+      "Case=Dat|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Gen|Number=Sing|POS=ADP",
+      "Aspect=Perf|Mood=Pot|POS=VERB|Voice=Pass",
+      "Case=Nom|Deixis=Prox|POS=PRON|PronType=Dem",
       "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "POS=PRON",
+      "Case=Nom|Deixis=Remt|POS=PRON|PronType=Dem",
+      "Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Prs",
       "Case=Gen|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "POS=ADP",
+      "Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs",
       "Case=Gen|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Loc|POS=ADV|PronType=Int",
+      "Case=Loc|POS=PROPN",
+      "POS=SYM",
+      "POS=PROPN|PronType=Int",
+      "POS=PROPN|PartType=Int",
+      "Case=Gen|Deixis=Prox|POS=PRON|PronType=Dem",
+      "NumType=Ord|POS=ADJ",
+      "Aspect=Perf|Mood=Pot|POS=VERB|Voice=Act",
+      "Aspect=Perf|Mood=Ind|POS=NOUN|Voice=Pass",
+      "Aspect=Perf|Mood=Ind|POS=VERB|Typo=Yes|Voice=Act",
+      "Case=Gen|Number=Plur|POS=ADP",
+      "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Bfoc",
+      "Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Clusivity=Ex|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Nom|POS=PRON|PronType=Int",
+      "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Lfoc",
+      "Case=Loc|Deixis=Remt|POS=PRON|PronType=Dem",
+      "Case=Gen|POS=PROPN",
+      "Case=Nom|Number=Plur|POS=DET",
+      "Aspect=Perf|Mood=Ind|POS=ADJ|Voice=Pass",
+      "NumType=Frac|POS=NUM",
+      "Case=Nom|Clusivity=In|Number=Dual|POS=PRON|Person=1|PronType=Prs",
       "POS=INTJ",
+      "Case=Gen|POS=ADP|Typo=Yes",
+      "Aspect=Perf|Mood=Ind|POS=PRON|Voice=Act",
+      "Case=Nom|Deixis=Med|POS=PRON|PronType=Dem",
+      "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Cau",
+      "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Bfoc",
+      "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Bfoc",
+      "Degree=Sup|POS=ADJ",
+      "Case=Loc|POS=NOUN|Typo=Yes",
+      "Case=Nom|Number=Sing|POS=DET|Typo=Yes",
+      "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Lfoc",
+      "Case=Gen|Number=Sing|POS=PROPN",
+      "Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Case=Loc|Deixis=Med|POS=PRON|PronType=Dem",
+      "Case=Dat|Number=Plur|POS=ADP",
+      "Case=Nom|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Cau",
+      "NumType=Ord|POS=PROPN",
+      "POS=NOUN|Typo=Yes",
+      "POS=PROPN|Typo=Yes",
+      "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Cau",
+      "Number=Plur|POS=PROPN",
+      "Aspect=Perf|Mood=Ind|POS=NOUN|Voice=Act",
+      "Case=Loc|Deixis=Prox|POS=SCONJ|PronType=Dem",
+      "Case=Loc|Deixis=Prox|POS=NOUN|PronType=Dem",
+      "NumType=Card|POS=ADV",
+      "Case=Nom|Deixis=Remt|POS=PROPN|PronType=Dem",
+      "Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Act",
+      "Aspect=Imp|Mood=Pot|POS=ADV|Voice=Pass",
+      "Case=Dat|Clusivity=Ex|Number=Plur|POS=ADJ|Person=1|PronType=Prs",
+      "NumType=Card|POS=PROPN",
+      "Case=Dat|Number=Sing|POS=NOUN|Person=1|PronType=Prs",
+      "Aspect=Imp|Mood=Pot|POS=PROPN|Voice=Pass",
+      "Deixis=Remt|POS=PROPN|PronType=Dem",
+      "Deixis=Remt|POS=PRON|PronType=Dem",
+      "Aspect=Perf|Mood=Ind|POS=PROPN|Voice=Pass",
+      "Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Pass",
+      "POS=NOUN|PronType=Int",
+      "Case=Nom|POS=PRON|PronType=Ind",
+      "Aspect=Perf|Mood=Ind|POS=NOUN|Voice=Lfoc",
+      "Case=Gen|Number=Sing|POS=DET",
+      "Case=Gen|POS=SCONJ|Typo=Yes",
+      "Case=Gen|POS=PART",
+      "POS=VERB|Typo=Yes",
+      "Case=Gen|Number=Plur|POS=PRON|Person=2|PronType=Prs|Typo=Yes",
+      "POS=PART|Typo=Yes",
+      "Aspect=Perf|Mood=Ind|POS=PRON|Voice=Pass",
+      "NumType=Card|POS=NOUN",
+      "POS=SCONJ|Typo=Yes",
+      "Abbr=Yes|POS=ADJ",
+      "POS=ADV|Typo=Yes",
+      "Case=Gen|Deixis=Remt|POS=ADV|PronType=Dem",
+      "Number=Plur|POS=VERB",
+      "Aspect=Imp|Mood=Pot|Number=Plur|POS=VERB|Voice=Pass",
+      "POS=NUM|PronType=Int",
+      "POS=X",
+      "Abbr=Yes|POS=PROPN",
+      "Degree=Equ|POS=ADJ",
+      "Case=Dat|Number=Sing|POS=ADJ|Person=2|PronType=Prs",
+      "POS=CCONJ|Typo=Yes",
+      "Case=Gen|Number=Sing|POS=ADP|Typo=Yes",
+      "POS=ADJ|Typo=Yes",
+      "POS=PRON|PronType=Dem",
+      "NumType=Ord|POS=NUM",
+      "Case=Dat|Clusivity=Ex|Number=Plur|POS=VERB|Person=1|PronType=Prs",
+      "Case=Nom|Number=Dual|POS=PRON|Person=2|PronType=Prs",
+      "Case=Loc|Deixis=Prox|POS=ADV|PronType=Dem",
+      "Aspect=Perf|Mood=Ind|POS=VERB",
+      "POS=DET|Typo=Yes",
+      "Case=Loc|Deixis=Remt|POS=ADV|PronType=Dem",
+      "Aspect=Perf|Mood=Ind|POS=X",
+      "NumType=Ord|POS=ADV",
+      "Aspect=Imp|Mood=Pot|POS=SCONJ|Voice=Act",
+      "Case=Loc|POS=NOUN",
+      "Degree=Sup|POS=ADV",
+      "Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs|Typo=Yes",
+      "Case=Gen|POS=PART|Typo=Yes",
+      "Aspect=Perf|Mood=Ind|POS=VERB|Typo=Yes|Voice=Pass",
+      "Aspect=Imp|Mood=Pot|POS=VERB",
+      "Case=Dat|Number=Sing|POS=NOUN|Person=3|PronType=Prs",
+      "Number=Plur|POS=NOUN",
+      "Case=Dat|Number=Sing|POS=NOUN",
+      "Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Bfoc",
+      "Case=Gen|Deixis=Remt|POS=PRON|PronType=Dem",
+      "Deixis=Med|POS=PRON|PronType=Dem",
+      "POS=PRON|PronType=Tot",
+      "Case=Nom|Number=Sing|POS=NOUN|Person=3|PronType=Prs",
+      "Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Lfoc",
+      "NumType=Frac|POS=NOUN",
+      "NumType=Card|POS=ADJ",
+      "Case=Gen|Number=Sing|POS=PROPN|Person=2|PronType=Prs",
+      "Case=Nom|Number=Sing|POS=PROPN|Person=1|PronType=Prs",
+      "Case=Nom|POS=PROPN",
+      "Case=Gen|Number=Sing|POS=VERB",
+      "Deixis=Prox|POS=PRON|PronType=Dem",
+      "Aspect=Imp|Mood=Pot|POS=PROPN|Voice=Lfoc",
+      "Case=Nom|Deixis=Remt|POS=NOUN|PronType=Dem",
+      "Case=Dat|POS=ADP",
+      "Case=Loc|POS=VERB|PronType=Int",
+      "POS=PRON|Person=1",
+      "Aspect=Perf|Mood=Ind|POS=SCONJ|Voice=Pass",
+      "Degree=Sup|POS=VERB",
+      "Aspect=Imp|Mood=Ind|POS=SCONJ|Voice=Act",
+      "Case=Gen|Number=Plur|POS=NOUN|Person=2|PronType=Prs",
+      "Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Act",
+      "Case=Gen|Number=Sing|POS=ADV|Person=2|PronType=Prs",
+      "Case=Loc|POS=NOUN|PronType=Int",
+      "Aspect=Imp|Mood=Pot|POS=ADP|Voice=Act",
+      "Case=Gen|Deixis=Prox|POS=ADV|PronType=Dem",
+      "Aspect=Imp|Mood=Ind|POS=ADV|Voice=Pass",
+      "POS=SCONJ|PronType=Int",
+      "Degree=Abs|POS=ADJ",
+      "Case=Gen|Clusivity=In|Number=Plur|POS=ADP|Person=1|PronType=Prs",
+      "Aspect=Imp|Mood=Pot|POS=ADJ|Voice=Pass",
+      "Aspect=Perf|Mood=Ind|POS=ADV|Voice=Act",
+      "NumType=Card|POS=NUM|PronType=Int",
+      "Aspect=Perf|Mood=Pot|POS=VERB|Voice=Cau",
+      "Aspect=Perf|Mood=Pot|POS=VERB|Voice=Bfoc",
+      "Aspect=Perf|Mood=Pot|POS=NOUN|Voice=Pass",
+      "Aspect=Imp|Mood=Pot|POS=ADV|Voice=Act",
+      "Deixis=Remt|POS=ADV|PronType=Dem",
+      "Deixis=Prox|POS=ADJ|PronType=Dem",
+      "Deixis=Prox|POS=ADV|PronType=Dem",
+      "Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Lfoc",
+      "Case=Loc|POS=PART",
+      "Deixis=Remt|POS=VERB|PronType=Dem",
+      "Aspect=Imp|Mood=Pot|POS=ADJ|Voice=Lfoc",
+      "NumType=Card|POS=VERB",
+      "POS=ADP|Typo=Yes",
+      "Case=Nom|POS=PART|Typo=Yes",
+      "Case=Nom|Number=Plur|POS=PART",
+      "Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Pass",
+      "NumType=Sets|POS=ADV",
+      "Case=Gen|Deixis=Remt|POS=SCONJ|PronType=Dem",
+      "Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Bfoc",
+      "Case=Nom|Number=Sing|POS=PROPN|Person=3|PronType=Prs",
+      "Aspect=Imp|Mood=Pot|POS=ADJ|Voice=Act",
+      "Case=Nom|Deixis=Med|POS=VERB|PronType=Dem",
+      "Case=Nom|Number=Plur|POS=NOUN|Person=2|PronType=Prs",
+      "Aspect=Imp|Mood=Pot|POS=PRON|Voice=Act",
+      "Aspect=Imp|Mood=Ind|POS=PROPN|Voice=Act",
+      "Case=Dat|Number=Sing|POS=ADV|Person=3|PronType=Prs",
+      "Case=Loc|Deixis=Prox|POS=CCONJ|PronType=Dem",
+      "Case=Nom|POS=DET|Typo=Yes",
+      "Case=Loc|POS=PRON|PronType=Int",
+      "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "POS=CCONJ|Polarity=Neg",
+      "Case=Loc|Deixis=Remt|POS=VERB|PronType=Dem",
+      "Case=Nom|POS=ADP",
+      "Degree=Sup|NumType=Ord|POS=ADJ",
+      "Degree=Cmp|POS=ADV",
+      "NumType=Dist|POS=ADV",
+      "Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Voice=Act",
+      "NumType=Dist|POS=ADJ",
+      "Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Voice=Act",
+      "Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs|Typo=Yes",
+      "Case=Gen|POS=DET|Typo=Yes",
+      "Case=Nom|Deixis=Prox|POS=PART|PronType=Dem",
+      "Case=Gen,Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Gen|POS=SCONJ",
+      "Aspect=Perf|Mood=Pot|POS=VERB|Typo=Yes|Voice=Pass",
+      "Case=Gen|POS=NOUN",
+      "Case=Dat|Clusivity=Ex|Number=Plur|POS=NOUN|Person=1|PronType=Prs",
+      "NumType=Ord|POS=ADJ|Typo=Yes",
+      "Case=Gen|Deixis=Prox|POS=PRON|PronType=Dem|Typo=Yes",
+      "NumType=Sets|POS=NUM",
+      "Aspect=Perf|Mood=Ind|POS=ADV|Voice=Pass",
+      "Abbr=Yes|Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "POS=ADJ|Polarity=Neg",
+      "Case=Nom|POS=NOUN|PronType=Ind",
+      "NumType=Ord|POS=NOUN",
+      "POS=CCONJ|PartType=Int",
+      "Aspect=Perf|Mood=Ind|POS=X|Voice=Act",
+      "Case=Nom|Number=Dual|POS=NOUN|Person=2|PronType=Prs",
+      "Aspect=Imp|Mood=Pot|POS=VERB|Typo=Yes|Voice=Lfoc",
+      "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs|Typo=Yes",
+      "Case=Nom|Number=Sing|POS=NOUN|Person=1|PronType=Prs",
+      "NumType=Dist|POS=NUM",
+      "Number=Plur|POS=PRON|PronType=Ind",
+      "Case=Gen|Number=Sing|POS=NOUN|Person=1|PronType=Prs",
+      "Case=Nom|Deixis=Remt|POS=PRON|PronType=Dem|Typo=Yes",
+      "Case=Nom|Number=Sing|POS=ADV|Person=3|PronType=Prs",
+      "Case=Nom|Number=Sing|POS=ADP",
+      "Abbr=Yes|POS=NOUN",
+      "Case=Gen|Deixis=Remt|POS=ADP|PronType=Dem",
+      "POS=PRON|PronType=Ind",
+      "POS=VERB|Polarity=Neg|Typo=Yes",
+      "POS=ADP|Polarity=Neg",
+      "Case=Loc|POS=ADV|PronType=Int|Typo=Yes",
+      "Case=Nom|Deixis=Med|POS=PROPN|PronType=Dem",
+      "Case=Loc|Deixis=Remt|POS=NOUN|PronType=Dem",
+      "Case=Gen|Number=Plur|POS=NOUN|Person=3|PronType=Prs",
+      "Aspect=Imp|Mood=Pot|POS=VERB|Typo=Yes|Voice=Pass",
+      "Case=Nom|Clusivity=In|Number=Dual|POS=PRON|Person=1|PronType=Prs|Typo=Yes",
+      "Case=Gen|Number=Plur|POS=ADP|Person=3|PronType=Prs",
+      "Case=Gen|Deixis=Med|POS=PRON|PronType=Dem",
+      "Case=Nom|Clusivity=Ex|Number=Dual|POS=PRON|Person=1|PronType=Prs",
+      "Number=Sing|POS=ADV",
+      "Case=Dat|POS=PRON|PronType=Int",
+      "Aspect=Imp|Mood=Ind|POS=PROPN|Voice=Pass",
+      "Aspect=Imp|Mood=Pot|POS=VERB|Typo=Yes|Voice=Act",
+      "Number=Plur|POS=PRON|PronType=Int",
+      "Case=Nom|POS=VERB",
+      "Case=Nom|POS=ADV|PronType=Ind",
+      "Aspect=Imp|Mood=Ind|POS=NUM|Voice=Act",
+      "Case=Nom|Number=Plur|POS=PROPN|Person=1|PronType=Prs",
+      "Aspect=Perf|Mood=Pot|POS=NOUN|Voice=Act",
+      "Case=Gen|Deixis=Prox|POS=ADP|PronType=Dem",
+      "POS=SCONJ|Polarity=Neg",
+      "Aspect=Imp|Mood=Ind|POS=ADJ|Voice=Act",
+      "Case=Loc|POS=ADP|Typo=Yes",
+      "NumType=Ord|POS=VERB",
+      "Case=Nom|POS=SCONJ",
+      "Aspect=Perf|Mood=Ind|NumType=Ord|POS=VERB|Voice=Act",
+      "Case=Nom|Clusivity=Ex|Number=Plur|POS=NOUN|Person=1|PronType=Prs",
+      "Degree=Cmp|POS=VERB",
+      "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs|Typo=Yes",
+      "NumType=Sets|POS=NOUN",
+      "Aspect=Perf|Mood=Ind|POS=ADP|Voice=Act",
+      "Aspect=Imp|Mood=Pot|POS=PROPN|Voice=Act",
+      "Case=Dat|Number=Sing|POS=NOUN|Person=2|PronType=Prs",
+      "NumType=Ord|POS=INTJ",
+      "Case=Nom|Number=Plur|POS=ADJ|Person=2|PronType=Prs",
+      "Aspect=Imp|Mood=Pot|POS=ADP|Voice=Pass",
+      "Case=Nom|POS=ADV|PronType=Int",
+      "Degree=Sup|POS=NOUN",
+      "Case=Gen|Number=Sing|POS=PART",
+      "Aspect=Perf|Mood=Ind|POS=ADP|Voice=Pass",
+      "Number=Plur|POS=ADV",
+      "Case=Loc|Number=Plur|POS=ADP|Typo=Yes",
+      "Case=Nom|POS=ADV",
+      "Case=Gen|Number=Plur|POS=PROPN|Person=2|PronType=Prs",
+      "Case=Loc|POS=ADV",
+      "Case=Nom|Number=Plur|POS=NOUN|Person=1|PronType=Prs",
+      "POS=ADJ|PronType=Int",
+      "POS=NOUN|Polarity=Neg",
+      "POS=CCONJ|PronType=Int",
+      "Case=Gen|POS=ADV",
+      "POS=ADV|PronType=Ind",
+      "POS=PROPN|Polarity=Neg",
+      "Deixis=Prox|POS=VERB|PronType=Dem",
+      "Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs|Typo=Yes",
+      "Case=Loc|Deixis=Remt|POS=PROPN|PronType=Dem",
+      "Aspect=Imp|Mood=Pot|POS=SCONJ|Voice=Pass",
+      "Case=Dat|Clusivity=Ex|Number=Plur|POS=NUM|Person=1|PronType=Prs",
+      "POS=PRON|PronType=Int|Typo=Yes",
+      "Aspect=Imp|Mood=Ind|POS=ADJ|Voice=Pass",
+      "Case=Loc|Deixis=Prox|POS=DET|PronType=Dem",
+      "Case=Dat,Loc|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Prs|Typo=Yes",
+      "Aspect=Perf|Case=Gen|Mood=Ind|POS=VERB|Typo=Yes|Voice=Cau",
+      "Case=Gen|Number=Plur|POS=PRON",
+      "Case=Nom|Deixis=Prox|POS=NUM|PronType=Dem",
+      "Case=Dat,Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat,Loc|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Loc|POS=SCONJ|PronType=Int",
+      "POS=PART|Polite=Form|Typo=Yes",
+      "Abbr=Yes|POS=ADV|Polarity=Neg",
+      "NumType=Card|POS=PART",
+      "Case=Nom|POS=ADP|Typo=Yes",
+      "Case=Dat|Number=Sing|POS=PROPN|Person=3|PronType=Prs",
+      "Case=Dat|Number=Sing|POS=ADV|Person=2|PronType=Prs",
+      "Case=Nom|Clusivity=In|Number=Plur|POS=VERB|Person=1|PronType=Prs",
+      "Case=Gen|POS=VERB",
+      "Case=Nom|Deixis=Prox|POS=PROPN|PronType=Dem",
+      "Case=Nom|Number=Sing|POS=PROPN|Person=2|PronType=Prs",
+      "Case=Dat|Clusivity=In|Number=Plur|POS=NOUN|Person=1|PronType=Prs",
+      "Number=Plur|POS=DET|Typo=Yes",
+      "Case=Gen|POS=ADJ",
+      "NumType=Frac|POS=ADJ",
+      "Case=Gen|POS=PRON|PronType=Ind",
+      "POS=ADV|PartType=Int",
+      "Case=Nom|Deixis=Prox|POS=NOUN|PronType=Dem",
+      "Degree=Abs|POS=VERB",
+      "Deixis=Med|POS=VERB|PronType=Dem",
+      "NumType=Card|POS=PRON",
+      "Case=Gen|Deixis=Remt|POS=ADJ|PronType=Dem",
+      "Aspect=Imp|Mood=Pot|POS=DET|Voice=Pass",
+      "Case=Loc|Deixis=Remt|POS=DET|PronType=Dem",
+      "Case=Loc|POS=VERB",
+      "Degree=Cmp|POS=ADJ",
+      "Degree=Abs|POS=SCONJ",
+      "NumType=Dist|POS=ADP",
+      "Case=Dat|Number=Plur|POS=PART|Person=3|PronType=Prs",
+      "Deixis=Remt|POS=NOUN|PronType=Dem",
+      "Case=Gen|Deixis=Prox|POS=DET|PronType=Dem",
+      "POS=ADV|Polarity=Neg|Typo=Yes",
+      "Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs|Typo=Yes",
+      "Aspect=Perf|Mood=Ind|POS=VERB|Typo=Yes|Voice=Bfoc",
+      "Degree=Sup|POS=PROPN",
+      "Case=Loc|Deixis=Med|POS=ADV|PronType=Dem",
+      "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs|Typo=Yes",
+      "Case=Nom|Number=Plur|POS=PROPN|Person=3|PronType=Prs",
+      "Case=Nom|POS=PROPN|PronType=Ind",
+      "Case=Nom|Deixis=Prox|POS=VERB|PronType=Dem",
+      "Case=Gen|Number=Sing|POS=VERB|Person=1|PronType=Prs",
+      "Case=Nom|Clusivity=In|Number=Dual|POS=ADJ|Person=1|PronType=Prs",
+      "Case=Gen|Number=Sing|POS=ADV",
+      "Deixis=Med|POS=ADV|PronType=Dem",
+      "POS=ADV|PartType=Int|Polarity=Neg",
+      "Degree=Abs|POS=ADV",
+      "Case=Dat|POS=ADP|Typo=Yes",
+      "POS=VERB|PronType=Int",
+      "Case=Gen|Number=Plur|POS=ADP|Typo=Yes",
+      "Case=Nom|Deixis=Remt|POS=DET|PronType=Dem",
+      "Case=Gen|POS=ADV|Typo=Yes",
+      "Aspect=Imp|Mood=Pot|POS=ADV|Voice=Lfoc",
+      "Aspect=Imp|Case=Loc|Mood=Pot|POS=SCONJ|PronType=Int|Voice=Pass",
+      "Case=Gen|Number=Sing|POS=DET|Typo=Yes",
+      "Case=Nom|Deixis=Med|POS=NOUN|PronType=Dem",
+      "Aspect=Imp|Mood=Pot|POS=PRON|Voice=Pass",
+      "Case=Nom|Deixis=Remt|POS=NUM|PronType=Dem",
+      "Case=Nom|Deixis=Remt|POS=ADV|PronType=Dem",
+      "Case=Gen|Deixis=Med|POS=ADV|PronType=Dem",
+      "Aspect=Perf|Case=Gen|Mood=Ind|POS=VERB|Voice=Pass",
+      "Degree=Equ|POS=ADV",
+      "NumType=Card|POS=DET",
+      "Case=Gen|Deixis=Remt|POS=ADV|PronType=Dem|Typo=Yes",
+      "Abbr=Yes|Case=Nom|POS=PRON|PronType=Int",
+      "POS=INTJ|Polite=Form",
+      "Aspect=Perf|Mood=Ind|POS=ADJ|Voice=Act",
+      "Case=Nom|Clusivity=In|Number=Plur|POS=PART|Person=1|PronType=Prs",
+      "Case=Nom|POS=NOUN",
+      "Aspect=Imp|Mood=Ind|POS=VERB|Polarity=Neg|Voice=Pass",
+      "Aspect=Imp|Mood=Ind|POS=VERB|Typo=Yes|Voice=Pass",
+      "Case=Loc|Deixis=Med|POS=PRON|PronType=Dem|Typo=Yes",
+      "Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Cau",
+      "Case=Nom|Number=Sing|POS=VERB|Person=2|PronType=Prs",
+      "Degree=Sup|POS=ADJ|Typo=Yes",
+      "Deixis=Prox|POS=PROPN|PronType=Dem",
+      "Case=Nom|Number=Plur|POS=ADP",
+      "Case=Nom|Number=Plur|POS=ADV|Person=2|PronType=Prs",
+      "Case=Loc|POS=PRON",
+      "Case=Nom|POS=PROPN|PronType=Int",
+      "Aspect=Imp|Mood=Ind|POS=VERB|Typo=Yes|Voice=Lfoc",
+      "Deixis=Prox|POS=ADV|PronType=Dem|Typo=Yes",
+      "POS=PRON|Typo=Yes",
+      "Abbr=Yes|Case=Gen|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Abbr=Yes|POS=ADV",
+      "Abbr=Yes|NumType=Card|POS=NUM",
+      "Deixis=Prox|POS=NUM|PronType=Dem",
+      "Deixis=Remt|POS=SCONJ|PronType=Dem",
+      "NumType=Card|POS=NUM|Typo=Yes",
+      "Case=Nom|POS=PRON|PronType=Ind|Typo=Yes",
+      "Case=Gen|Number=Sing|POS=PART|Person=3|PronType=Prs",
+      "Case=Dat,Loc|Number=Sing|POS=ADP|Person=2|PronType=Prs",
+      "Case=Nom|Number=Sing|POS=PART|Person=3|PronType=Prs",
+      "Aspect=Perf|Mood=Ind|POS=PART|Voice=Pass",
+      "Case=Gen|Deixis=Prox|POS=NUM|PronType=Dem",
+      "Aspect=Imp|Mood=Ind|POS=PRON|Voice=Pass",
+      "Case=Loc|Deixis=Prox|POS=PROPN|PronType=Dem",
+      "Case=Gen|Number=Sing|POS=PROPN|Person=3|PronType=Prs",
+      "Case=Gen|Number=Sing|POS=NOUN|Person=3|PronType=Prs",
+      "Case=Loc|POS=PUNCT",
+      "Case=Nom|Number=Plur|POS=DET|Typo=Yes",
+      "Aspect=Imp|Mood=Ind|POS=VERB|Typo=Yes|Voice=Act",
+      "Aspect=Imp|Mood=Ind|POS=ADV|Voice=Act",
+      "Case=Nom|Number=Sing|POS=PRON"
     ],
     "parser":[
       "ROOT",
+      "acl",
+      "acl:relcl",
+      "advcl",
       "advmod",
+      "amod",
+      "appos",
       "case",
+      "cc",
+      "ccomp",
+      "compound",
+      "compound:redup",
+      "conj",
       "dep",
+      "det",
+      "discourse",
+      "dislocated",
+      "fixed",
+      "flat",
+      "goeswith",
+      "list",
+      "mark",
       "nmod",
+      "nmod:poss",
       "nsubj",
+      "nummod",
       "obj",
+      "obj:agent",
       "obl",
+      "orphan",
+      "parataxis",
+      "punct",
+      "vocative",
+      "xcomp"
     ],
     "ner":[
       "LOC",
   },
   "pipeline":[
     "tok2vec",
+    "trainable_lemmatizer",
     "tagger",
     "morphologizer",
     "parser",
   ],
   "components":[
     "tok2vec",
+    "trainable_lemmatizer",
     "tagger",
     "morphologizer",
     "parser",
   ],
   "parent_package":"spacy",
   "requirements":[
+    "spacy-transformers==1.3.5",
+    "spacy>=3.8.3"
   ],
   "sources":[
+    {
+      "name":"TLUnified NER Dataset",
+      "license":"GNU GPL 3.0",
+      "author":"Lester James V. Miranda",
+      "url":"https://aclanthology.org/2023.sealp-1.2/"
+    },
+    {
+      "name":"UD NewsCrawl",
+      "license":"CC BY-SA 3.0",
+      "author":"Angelina Aquino and Lester James V. Miranda and Elsie Or",
+      "url":"https://huggingface.co/datasets/UD-Filipino/UD_Tagalog-NewsCrawl"
+    },
     {
       "name":"TLUnified dataset",
       "license":"GNU GPL 3.0",

morphologizer/cfg CHANGED Viewed

@@ -1,178 +1,881 @@
 {
   "extend":false,
   "labels_morph":{
-    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Act":"Aspect=Perf|Mood=Ind|Voice=Act",
-    "Case=Nom|POS=ADP":"Case=Nom",
-    "POS=NOUN":"",
     "POS=PUNCT":"",
-    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Pass":"Aspect=Perf|Mood=Ind|Voice=Pass",
-    "Case=Gen|POS=ADP":"Case=Gen",
-    "Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Gen|Number=Sing|Person=1|PronType=Prs",
-    "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Act":"Aspect=Imp|Mood=Ind|Voice=Act",
-    "POS=ADV|PronType=Dem":"PronType=Dem",
-    "Foreign=Yes|POS=NOUN":"Foreign=Yes",
-    "Degree=Pos|POS=ADJ":"Degree=Pos",
     "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Number=Sing|Person=3|PronType=Prs",
-    "Case=Nom|Deixis=Med|Number=Sing|POS=PRON|PronType=Dem":"Case=Nom|Deixis=Med|Number=Sing|PronType=Dem",
-    "Gender=Masc|POS=PROPN":"Gender=Masc",
-    "Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Gen|Number=Sing|Person=3|PronType=Prs",
-    "Degree=Pos|Link=Yes|POS=ADJ":"Degree=Pos|Link=Yes",
-    "POS=ADP":"",
-    "Case=Dat|POS=ADP":"Case=Dat",
-    "POS=VERB|Polarity=Pos":"Polarity=Pos",
-    "Aspect=Hab|POS=VERB":"Aspect=Hab",
-    "POS=SCONJ":"",
-    "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Sing|Person=1|PronType=Prs",
-    "Aspect=Prosp|Mood=Ind|POS=VERB|Voice=Act":"Aspect=Prosp|Mood=Ind|Voice=Act",
     "POS=ADV":"",
-    "POS=PART|Polarity=Neg":"Polarity=Neg",
     "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Pass":"Aspect=Imp|Mood=Ind|Voice=Pass",
-    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Lfoc":"Aspect=Perf|Mood=Ind|Voice=Lfoc",
     "POS=PROPN":"",
-    "Case=Nom|Deixis=Prox|Number=Sing|POS=PRON|PronType=Dem":"Case=Nom|Deixis=Prox|Number=Sing|PronType=Dem",
-    "Gender=Masc|POS=NOUN":"Gender=Masc",
-    "Gender=Fem|POS=NOUN":"Gender=Fem",
-    "Degree=Pos|Gender=Fem|POS=ADJ":"Degree=Pos|Gender=Fem",
-    "Gender=Fem|POS=PROPN":"Gender=Fem",
-    "Case=Nom|Clusivity=In|Number=Dual|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs",
-    "Number=Plur|POS=DET|PronType=Ind":"Number=Plur|PronType=Ind",
     "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Number=Plur|Person=3|PronType=Prs",
-    "POS=PRON|PronType=Prs|Reflex=Yes":"PronType=Prs|Reflex=Yes",
-    "Gender=Masc|POS=DET|PronType=Emp":"Gender=Masc|PronType=Emp",
-    "Case=Nom|POS=PRON|PronType=Int":"Case=Nom|PronType=Int",
-    "Link=Yes|POS=NOUN":"Link=Yes",
-    "POS=PART|PartType=Int":"PartType=Int",
-    "POS=INTJ|Polarity=Pos":"Polarity=Pos",
-    "Link=Yes|POS=PART|PartType=Int":"Link=Yes|PartType=Int",
-    "POS=VERB|Polarity=Neg":"Polarity=Neg",
-    "Degree=Pos|POS=ADJ|PronType=Int":"Degree=Pos|PronType=Int",
-    "Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Gen|Number=Plur|Person=3|PronType=Prs",
-    "Aspect=Perf|Mood=Ind|POS=VERB|PronType=Int|Voice=Act":"Aspect=Perf|Mood=Ind|PronType=Int|Voice=Act",
     "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Case=Nom|Number=Sing|Person=2|PronType=Prs",
-    "Aspect=Perf|Mood=Ind|POS=VERB|PronType=Int|Voice=Pass":"Aspect=Perf|Mood=Ind|PronType=Int|Voice=Pass",
-    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Ifoc":"Aspect=Perf|Mood=Ind|Voice=Ifoc",
     "POS=ADV|PronType=Int":"PronType=Int",
-    "Aspect=Prog|Mood=Ind|POS=VERB|Voice=Act":"Aspect=Prog|Mood=Ind|Voice=Act",
-    "POS=PART|PartType=Nfh":"PartType=Nfh",
-    "Deixis=Remt|POS=ADV|PronType=Dem":"Deixis=Remt|PronType=Dem",
     "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Act":"Aspect=Imp|Mood=Pot|Voice=Act",
-    "Link=Yes|POS=VERB|Polarity=Pos":"Link=Yes|Polarity=Pos",
-    "Link=Yes|POS=VERB|Polarity=Neg":"Link=Yes|Polarity=Neg",
-    "POS=PART|PartType=Des":"PartType=Des",
-    "Mood=Imp|POS=AUX|Polarity=Neg":"Mood=Imp|Polarity=Neg",
-    "Case=Nom|Link=Yes|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Case=Nom|Link=Yes|Number=Plur|Person=2|PronType=Prs",
-    "Case=Nom|Link=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Link=Yes|Number=Sing|Person=3|PronType=Prs",
-    "Aspect=Prog|Mood=Ind|POS=VERB|Voice=Pass":"Aspect=Prog|Mood=Ind|Voice=Pass",
-    "Aspect=Prog|Mood=Ind|POS=VERB|Voice=Lfoc":"Aspect=Prog|Mood=Ind|Voice=Lfoc",
-    "Aspect=Prog|Mood=Ind|POS=VERB|Voice=Bfoc":"Aspect=Prog|Mood=Ind|Voice=Bfoc",
-    "POS=DET|PronType=Tot":"PronType=Tot",
-    "Case=Dat|Link=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Link=Yes|Number=Sing|Person=3|PronType=Prs",
-    "Link=Yes|POS=PRON|PronType=Prs|Reflex=Yes":"Link=Yes|PronType=Prs|Reflex=Yes",
-    "Mood=Imp|POS=VERB|Voice=Act":"Mood=Imp|Voice=Act",
     "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Number=Sing|Person=3|PronType=Prs",
-    "Mood=Imp|POS=VERB|Voice=Lfoc":"Mood=Imp|Voice=Lfoc",
     "Case=Gen|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Case=Gen|Number=Sing|Person=2|PronType=Prs",
-    "Mood=Imp|POS=VERB|Voice=Pass":"Mood=Imp|Voice=Pass",
     "Case=Gen|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Gen|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
-    "Aspect=Hab|POS=VERB|Voice=Pass":"Aspect=Hab|Voice=Pass",
-    "Gender=Masc|Link=Yes|POS=PROPN":"Gender=Masc|Link=Yes",
-    "Case=Gen|Link=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Gen|Link=Yes|Number=Sing|Person=3|PronType=Prs",
-    "Case=Gen|Link=Yes|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Gen|Link=Yes|Number=Sing|Person=1|PronType=Prs",
-    "POS=ADJ":"",
-    "POS=PART":"",
-    "POS=PRON":"",
-    "POS=VERB":"",
     "POS=INTJ":"",
-    "POS=CCONJ":"",
-    "POS=NUM":"",
-    "POS=DET":""
   },
   "labels_pos":{
-    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Act":100,
-    "Case=Nom|POS=ADP":85,
-    "POS=NOUN":92,
     "POS=PUNCT":97,
-    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Pass":100,
-    "Case=Gen|POS=ADP":85,
-    "Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs":95,
-    "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Act":100,
-    "POS=ADV|PronType=Dem":86,
-    "Foreign=Yes|POS=NOUN":92,
-    "Degree=Pos|POS=ADJ":84,
     "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
-    "Case=Nom|Deixis=Med|Number=Sing|POS=PRON|PronType=Dem":95,
-    "Gender=Masc|POS=PROPN":96,
-    "Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
-    "Degree=Pos|Link=Yes|POS=ADJ":84,
-    "POS=ADP":85,
-    "Case=Dat|POS=ADP":85,
-    "POS=VERB|Polarity=Pos":100,
-    "Aspect=Hab|POS=VERB":100,
-    "POS=SCONJ":98,
-    "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":95,
-    "Aspect=Prosp|Mood=Ind|POS=VERB|Voice=Act":100,
     "POS=ADV":86,
-    "POS=PART|Polarity=Neg":94,
     "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Pass":100,
-    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Lfoc":100,
     "POS=PROPN":96,
-    "Case=Nom|Deixis=Prox|Number=Sing|POS=PRON|PronType=Dem":95,
-    "Gender=Masc|POS=NOUN":92,
-    "Gender=Fem|POS=NOUN":92,
-    "Degree=Pos|Gender=Fem|POS=ADJ":84,
-    "Gender=Fem|POS=PROPN":96,
-    "Case=Nom|Clusivity=In|Number=Dual|POS=PRON|Person=1|PronType=Prs":95,
-    "Number=Plur|POS=DET|PronType=Ind":90,
     "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
-    "POS=PRON|PronType=Prs|Reflex=Yes":95,
-    "Gender=Masc|POS=DET|PronType=Emp":90,
-    "Case=Nom|POS=PRON|PronType=Int":95,
-    "Link=Yes|POS=NOUN":92,
-    "POS=PART|PartType=Int":94,
-    "POS=INTJ|Polarity=Pos":91,
-    "Link=Yes|POS=PART|PartType=Int":94,
-    "POS=VERB|Polarity=Neg":100,
-    "Degree=Pos|POS=ADJ|PronType=Int":84,
-    "Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
-    "Aspect=Perf|Mood=Ind|POS=VERB|PronType=Int|Voice=Act":100,
     "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs":95,
-    "Aspect=Perf|Mood=Ind|POS=VERB|PronType=Int|Voice=Pass":100,
-    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Ifoc":100,
     "POS=ADV|PronType=Int":86,
-    "Aspect=Prog|Mood=Ind|POS=VERB|Voice=Act":100,
-    "POS=PART|PartType=Nfh":94,
-    "Deixis=Remt|POS=ADV|PronType=Dem":86,
     "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Act":100,
-    "Link=Yes|POS=VERB|Polarity=Pos":100,
-    "Link=Yes|POS=VERB|Polarity=Neg":100,
-    "POS=PART|PartType=Des":94,
-    "Mood=Imp|POS=AUX|Polarity=Neg":87,
-    "Case=Nom|Link=Yes|Number=Plur|POS=PRON|Person=2|PronType=Prs":95,
-    "Case=Nom|Link=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
-    "Aspect=Prog|Mood=Ind|POS=VERB|Voice=Pass":100,
-    "Aspect=Prog|Mood=Ind|POS=VERB|Voice=Lfoc":100,
-    "Aspect=Prog|Mood=Ind|POS=VERB|Voice=Bfoc":100,
-    "POS=DET|PronType=Tot":90,
-    "Case=Dat|Link=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
-    "Link=Yes|POS=PRON|PronType=Prs|Reflex=Yes":95,
-    "Mood=Imp|POS=VERB|Voice=Act":100,
     "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
-    "Mood=Imp|POS=VERB|Voice=Lfoc":100,
     "Case=Gen|Number=Sing|POS=PRON|Person=2|PronType=Prs":95,
-    "Mood=Imp|POS=VERB|Voice=Pass":100,
     "Case=Gen|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
-    "Aspect=Hab|POS=VERB|Voice=Pass":100,
-    "Gender=Masc|Link=Yes|POS=PROPN":96,
-    "Case=Gen|Link=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
-    "Case=Gen|Link=Yes|Number=Sing|POS=PRON|Person=1|PronType=Prs":95,
-    "POS=ADJ":84,
-    "POS=PART":94,
-    "POS=PRON":95,
-    "POS=VERB":100,
     "POS=INTJ":91,
-    "POS=CCONJ":89,
-    "POS=NUM":93,
-    "POS=DET":90
   },
   "overwrite":true
 }

 {
   "extend":false,
+  "label_smoothing":0.05,
   "labels_morph":{
+    "POS=PART":"",
     "POS=PUNCT":"",
+    "POS=ADV|Polarity=Neg":"Polarity=Neg",
+    "POS=PART|PartType=Int":"PartType=Int",
     "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Number=Sing|Person=3|PronType=Prs",
     "POS=ADV":"",
+    "POS=ADJ":"",
+    "Case=Nom|POS=DET":"Case=Nom",
+    "POS=NOUN":"",
+    "Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Gen|Number=Plur|Person=3|PronType=Prs",
+    "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Sing|Person=1|PronType=Prs",
     "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Pass":"Aspect=Imp|Mood=Ind|Voice=Pass",
     "POS=PROPN":"",
+    "POS=VERB":"",
+    "POS=NUM":"",
+    "POS=CCONJ":"",
     "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Number=Plur|Person=3|PronType=Prs",
+    "Case=Gen|POS=ADP":"Case=Gen",
     "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Case=Nom|Number=Sing|Person=2|PronType=Prs",
+    "Case=Loc|POS=ADP":"Case=Loc",
+    "Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Case=Dat|Number=Sing|Person=2|PronType=Prs",
+    "Case=Gen|Clusivity=Ex|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Gen|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "POS=SCONJ":"",
     "POS=ADV|PronType=Int":"PronType=Int",
+    "Case=Nom|Clusivity=Ex|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Act":"Aspect=Perf|Mood=Ind|Voice=Act",
+    "POS=PART|Polite=Form":"Polite=Form",
+    "Aspect=Perf|Mood=Pot|POS=VERB|Voice=Lfoc":"Aspect=Perf|Mood=Pot|Voice=Lfoc",
+    "Case=Gen|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Case=Gen|Number=Plur|Person=2|PronType=Prs",
+    "Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Gen|Number=Sing|Person=1|PronType=Prs",
+    "POS=VERB|Polarity=Neg":"Polarity=Neg",
+    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Pass":"Aspect=Perf|Mood=Ind|Voice=Pass",
+    "POS=DET":"",
+    "NumType=Card|POS=NUM":"NumType=Card",
+    "Case=Dat|Number=Sing|POS=ADP":"Case=Dat|Number=Sing",
     "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Act":"Aspect=Imp|Mood=Pot|Voice=Act",
+    "Number=Plur|POS=DET":"Number=Plur",
+    "POS=PRON|PronType=Int":"PronType=Int",
+    "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Pass":"Aspect=Imp|Mood=Pot|Voice=Pass",
+    "Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Case=Nom|Number=Plur|Person=2|PronType=Prs",
+    "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Lfoc":"Aspect=Imp|Mood=Pot|Voice=Lfoc",
+    "Case=Loc|Deixis=Prox|POS=PRON|PronType=Dem":"Case=Loc|Deixis=Prox|PronType=Dem",
+    "Case=Nom|Number=Sing|POS=DET":"Case=Nom|Number=Sing",
+    "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Act":"Aspect=Imp|Mood=Ind|Voice=Act",
+    "Case=Dat|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Dat|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "Case=Gen|Number=Sing|POS=ADP":"Case=Gen|Number=Sing",
+    "Aspect=Perf|Mood=Pot|POS=VERB|Voice=Pass":"Aspect=Perf|Mood=Pot|Voice=Pass",
+    "Case=Nom|Deixis=Prox|POS=PRON|PronType=Dem":"Case=Nom|Deixis=Prox|PronType=Dem",
     "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Number=Sing|Person=3|PronType=Prs",
+    "POS=PRON":"",
+    "Case=Nom|Deixis=Remt|POS=PRON|PronType=Dem":"Case=Nom|Deixis=Remt|PronType=Dem",
+    "Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Gen|Number=Sing|Person=3|PronType=Prs",
     "Case=Gen|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Case=Gen|Number=Sing|Person=2|PronType=Prs",
+    "POS=ADP":"",
+    "Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Dat|Number=Sing|Person=1|PronType=Prs",
     "Case=Gen|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Gen|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "Case=Loc|POS=ADV|PronType=Int":"Case=Loc|PronType=Int",
+    "Case=Loc|POS=PROPN":"Case=Loc",
+    "POS=SYM":"",
+    "POS=PROPN|PronType=Int":"PronType=Int",
+    "POS=PROPN|PartType=Int":"PartType=Int",
+    "Case=Gen|Deixis=Prox|POS=PRON|PronType=Dem":"Case=Gen|Deixis=Prox|PronType=Dem",
+    "NumType=Ord|POS=ADJ":"NumType=Ord",
+    "Aspect=Perf|Mood=Pot|POS=VERB|Voice=Act":"Aspect=Perf|Mood=Pot|Voice=Act",
+    "Aspect=Perf|Mood=Ind|POS=NOUN|Voice=Pass":"Aspect=Perf|Mood=Ind|Voice=Pass",
+    "Aspect=Perf|Mood=Ind|POS=VERB|Typo=Yes|Voice=Act":"Aspect=Perf|Mood=Ind|Typo=Yes|Voice=Act",
+    "Case=Gen|Number=Plur|POS=ADP":"Case=Gen|Number=Plur",
+    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Bfoc":"Aspect=Perf|Mood=Ind|Voice=Bfoc",
+    "Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Number=Plur|Person=3|PronType=Prs",
+    "Case=Dat|Clusivity=Ex|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "Case=Nom|POS=PRON|PronType=Int":"Case=Nom|PronType=Int",
+    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Lfoc":"Aspect=Perf|Mood=Ind|Voice=Lfoc",
+    "Case=Loc|Deixis=Remt|POS=PRON|PronType=Dem":"Case=Loc|Deixis=Remt|PronType=Dem",
+    "Case=Gen|POS=PROPN":"Case=Gen",
+    "Case=Nom|Number=Plur|POS=DET":"Case=Nom|Number=Plur",
+    "Aspect=Perf|Mood=Ind|POS=ADJ|Voice=Pass":"Aspect=Perf|Mood=Ind|Voice=Pass",
+    "NumType=Frac|POS=NUM":"NumType=Frac",
+    "Case=Nom|Clusivity=In|Number=Dual|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs",
     "POS=INTJ":"",
+    "Case=Gen|POS=ADP|Typo=Yes":"Case=Gen|Typo=Yes",
+    "Aspect=Perf|Mood=Ind|POS=PRON|Voice=Act":"Aspect=Perf|Mood=Ind|Voice=Act",
+    "Case=Nom|Deixis=Med|POS=PRON|PronType=Dem":"Case=Nom|Deixis=Med|PronType=Dem",
+    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Cau":"Aspect=Perf|Mood=Ind|Voice=Cau",
+    "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Bfoc":"Aspect=Imp|Mood=Ind|Voice=Bfoc",
+    "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Bfoc":"Aspect=Imp|Mood=Pot|Voice=Bfoc",
+    "Degree=Sup|POS=ADJ":"Degree=Sup",
+    "Case=Loc|POS=NOUN|Typo=Yes":"Case=Loc|Typo=Yes",
+    "Case=Nom|Number=Sing|POS=DET|Typo=Yes":"Case=Nom|Number=Sing|Typo=Yes",
+    "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Lfoc":"Aspect=Imp|Mood=Ind|Voice=Lfoc",
+    "Case=Gen|Number=Sing|POS=PROPN":"Case=Gen|Number=Sing",
+    "Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Case=Dat|Number=Plur|Person=2|PronType=Prs",
+    "Case=Loc|Deixis=Med|POS=PRON|PronType=Dem":"Case=Loc|Deixis=Med|PronType=Dem",
+    "Case=Dat|Number=Plur|POS=ADP":"Case=Dat|Number=Plur",
+    "Case=Nom|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Cau":"Aspect=Imp|Mood=Pot|Voice=Cau",
+    "NumType=Ord|POS=PROPN":"NumType=Ord",
+    "POS=NOUN|Typo=Yes":"Typo=Yes",
+    "POS=PROPN|Typo=Yes":"Typo=Yes",
+    "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Cau":"Aspect=Imp|Mood=Ind|Voice=Cau",
+    "Number=Plur|POS=PROPN":"Number=Plur",
+    "Aspect=Perf|Mood=Ind|POS=NOUN|Voice=Act":"Aspect=Perf|Mood=Ind|Voice=Act",
+    "Case=Loc|Deixis=Prox|POS=SCONJ|PronType=Dem":"Case=Loc|Deixis=Prox|PronType=Dem",
+    "Case=Loc|Deixis=Prox|POS=NOUN|PronType=Dem":"Case=Loc|Deixis=Prox|PronType=Dem",
+    "NumType=Card|POS=ADV":"NumType=Card",
+    "Case=Nom|Deixis=Remt|POS=PROPN|PronType=Dem":"Case=Nom|Deixis=Remt|PronType=Dem",
+    "Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Act":"Aspect=Imp|Mood=Pot|Voice=Act",
+    "Aspect=Imp|Mood=Pot|POS=ADV|Voice=Pass":"Aspect=Imp|Mood=Pot|Voice=Pass",
+    "Case=Dat|Clusivity=Ex|Number=Plur|POS=ADJ|Person=1|PronType=Prs":"Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "NumType=Card|POS=PROPN":"NumType=Card",
+    "Case=Dat|Number=Sing|POS=NOUN|Person=1|PronType=Prs":"Case=Dat|Number=Sing|Person=1|PronType=Prs",
+    "Aspect=Imp|Mood=Pot|POS=PROPN|Voice=Pass":"Aspect=Imp|Mood=Pot|Voice=Pass",
+    "Deixis=Remt|POS=PROPN|PronType=Dem":"Deixis=Remt|PronType=Dem",
+    "Deixis=Remt|POS=PRON|PronType=Dem":"Deixis=Remt|PronType=Dem",
+    "Aspect=Perf|Mood=Ind|POS=PROPN|Voice=Pass":"Aspect=Perf|Mood=Ind|Voice=Pass",
+    "Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Pass":"Aspect=Imp|Mood=Pot|Voice=Pass",
+    "POS=NOUN|PronType=Int":"PronType=Int",
+    "Case=Nom|POS=PRON|PronType=Ind":"Case=Nom|PronType=Ind",
+    "Aspect=Perf|Mood=Ind|POS=NOUN|Voice=Lfoc":"Aspect=Perf|Mood=Ind|Voice=Lfoc",
+    "Case=Gen|Number=Sing|POS=DET":"Case=Gen|Number=Sing",
+    "Case=Gen|POS=SCONJ|Typo=Yes":"Case=Gen|Typo=Yes",
+    "Case=Gen|POS=PART":"Case=Gen",
+    "POS=VERB|Typo=Yes":"Typo=Yes",
+    "Case=Gen|Number=Plur|POS=PRON|Person=2|PronType=Prs|Typo=Yes":"Case=Gen|Number=Plur|Person=2|PronType=Prs|Typo=Yes",
+    "POS=PART|Typo=Yes":"Typo=Yes",
+    "Aspect=Perf|Mood=Ind|POS=PRON|Voice=Pass":"Aspect=Perf|Mood=Ind|Voice=Pass",
+    "NumType=Card|POS=NOUN":"NumType=Card",
+    "POS=SCONJ|Typo=Yes":"Typo=Yes",
+    "Abbr=Yes|POS=ADJ":"Abbr=Yes",
+    "POS=ADV|Typo=Yes":"Typo=Yes",
+    "Case=Gen|Deixis=Remt|POS=ADV|PronType=Dem":"Case=Gen|Deixis=Remt|PronType=Dem",
+    "Number=Plur|POS=VERB":"Number=Plur",
+    "Aspect=Imp|Mood=Pot|Number=Plur|POS=VERB|Voice=Pass":"Aspect=Imp|Mood=Pot|Number=Plur|Voice=Pass",
+    "POS=NUM|PronType=Int":"PronType=Int",
+    "POS=X":"",
+    "Abbr=Yes|POS=PROPN":"Abbr=Yes",
+    "Degree=Equ|POS=ADJ":"Degree=Equ",
+    "Case=Dat|Number=Sing|POS=ADJ|Person=2|PronType=Prs":"Case=Dat|Number=Sing|Person=2|PronType=Prs",
+    "POS=CCONJ|Typo=Yes":"Typo=Yes",
+    "Case=Gen|Number=Sing|POS=ADP|Typo=Yes":"Case=Gen|Number=Sing|Typo=Yes",
+    "POS=ADJ|Typo=Yes":"Typo=Yes",
+    "POS=PRON|PronType=Dem":"PronType=Dem",
+    "NumType=Ord|POS=NUM":"NumType=Ord",
+    "Case=Dat|Clusivity=Ex|Number=Plur|POS=VERB|Person=1|PronType=Prs":"Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "Case=Nom|Number=Dual|POS=PRON|Person=2|PronType=Prs":"Case=Nom|Number=Dual|Person=2|PronType=Prs",
+    "Case=Loc|Deixis=Prox|POS=ADV|PronType=Dem":"Case=Loc|Deixis=Prox|PronType=Dem",
+    "Aspect=Perf|Mood=Ind|POS=VERB":"Aspect=Perf|Mood=Ind",
+    "POS=DET|Typo=Yes":"Typo=Yes",
+    "Case=Loc|Deixis=Remt|POS=ADV|PronType=Dem":"Case=Loc|Deixis=Remt|PronType=Dem",
+    "Aspect=Perf|Mood=Ind|POS=X":"Aspect=Perf|Mood=Ind",
+    "NumType=Ord|POS=ADV":"NumType=Ord",
+    "Aspect=Imp|Mood=Pot|POS=SCONJ|Voice=Act":"Aspect=Imp|Mood=Pot|Voice=Act",
+    "Case=Loc|POS=NOUN":"Case=Loc",
+    "Degree=Sup|POS=ADV":"Degree=Sup",
+    "Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs|Typo=Yes":"Case=Gen|Number=Sing|Person=1|PronType=Prs|Typo=Yes",
+    "Case=Gen|POS=PART|Typo=Yes":"Case=Gen|Typo=Yes",
+    "Aspect=Perf|Mood=Ind|POS=VERB|Typo=Yes|Voice=Pass":"Aspect=Perf|Mood=Ind|Typo=Yes|Voice=Pass",
+    "Aspect=Imp|Mood=Pot|POS=VERB":"Aspect=Imp|Mood=Pot",
+    "Case=Dat|Number=Sing|POS=NOUN|Person=3|PronType=Prs":"Case=Dat|Number=Sing|Person=3|PronType=Prs",
+    "Number=Plur|POS=NOUN":"Number=Plur",
+    "Case=Dat|Number=Sing|POS=NOUN":"Case=Dat|Number=Sing",
+    "Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Bfoc":"Aspect=Imp|Mood=Pot|Voice=Bfoc",
+    "Case=Gen|Deixis=Remt|POS=PRON|PronType=Dem":"Case=Gen|Deixis=Remt|PronType=Dem",
+    "Deixis=Med|POS=PRON|PronType=Dem":"Deixis=Med|PronType=Dem",
+    "POS=PRON|PronType=Tot":"PronType=Tot",
+    "Case=Nom|Number=Sing|POS=NOUN|Person=3|PronType=Prs":"Case=Nom|Number=Sing|Person=3|PronType=Prs",
+    "Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Lfoc":"Aspect=Imp|Mood=Pot|Voice=Lfoc",
+    "NumType=Frac|POS=NOUN":"NumType=Frac",
+    "NumType=Card|POS=ADJ":"NumType=Card",
+    "Case=Gen|Number=Sing|POS=PROPN|Person=2|PronType=Prs":"Case=Gen|Number=Sing|Person=2|PronType=Prs",
+    "Case=Nom|Number=Sing|POS=PROPN|Person=1|PronType=Prs":"Case=Nom|Number=Sing|Person=1|PronType=Prs",
+    "Case=Nom|POS=PROPN":"Case=Nom",
+    "Case=Gen|Number=Sing|POS=VERB":"Case=Gen|Number=Sing",
+    "Deixis=Prox|POS=PRON|PronType=Dem":"Deixis=Prox|PronType=Dem",
+    "Aspect=Imp|Mood=Pot|POS=PROPN|Voice=Lfoc":"Aspect=Imp|Mood=Pot|Voice=Lfoc",
+    "Case=Nom|Deixis=Remt|POS=NOUN|PronType=Dem":"Case=Nom|Deixis=Remt|PronType=Dem",
+    "Case=Dat|POS=ADP":"Case=Dat",
+    "Case=Loc|POS=VERB|PronType=Int":"Case=Loc|PronType=Int",
+    "POS=PRON|Person=1":"Person=1",
+    "Aspect=Perf|Mood=Ind|POS=SCONJ|Voice=Pass":"Aspect=Perf|Mood=Ind|Voice=Pass",
+    "Degree=Sup|POS=VERB":"Degree=Sup",
+    "Aspect=Imp|Mood=Ind|POS=SCONJ|Voice=Act":"Aspect=Imp|Mood=Ind|Voice=Act",
+    "Case=Gen|Number=Plur|POS=NOUN|Person=2|PronType=Prs":"Case=Gen|Number=Plur|Person=2|PronType=Prs",
+    "Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Act":"Aspect=Imp|Mood=Ind|Voice=Act",
+    "Case=Gen|Number=Sing|POS=ADV|Person=2|PronType=Prs":"Case=Gen|Number=Sing|Person=2|PronType=Prs",
+    "Case=Loc|POS=NOUN|PronType=Int":"Case=Loc|PronType=Int",
+    "Aspect=Imp|Mood=Pot|POS=ADP|Voice=Act":"Aspect=Imp|Mood=Pot|Voice=Act",
+    "Case=Gen|Deixis=Prox|POS=ADV|PronType=Dem":"Case=Gen|Deixis=Prox|PronType=Dem",
+    "Aspect=Imp|Mood=Ind|POS=ADV|Voice=Pass":"Aspect=Imp|Mood=Ind|Voice=Pass",
+    "POS=SCONJ|PronType=Int":"PronType=Int",
+    "Degree=Abs|POS=ADJ":"Degree=Abs",
+    "Case=Gen|Clusivity=In|Number=Plur|POS=ADP|Person=1|PronType=Prs":"Case=Gen|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "Aspect=Imp|Mood=Pot|POS=ADJ|Voice=Pass":"Aspect=Imp|Mood=Pot|Voice=Pass",
+    "Aspect=Perf|Mood=Ind|POS=ADV|Voice=Act":"Aspect=Perf|Mood=Ind|Voice=Act",
+    "NumType=Card|POS=NUM|PronType=Int":"NumType=Card|PronType=Int",
+    "Aspect=Perf|Mood=Pot|POS=VERB|Voice=Cau":"Aspect=Perf|Mood=Pot|Voice=Cau",
+    "Aspect=Perf|Mood=Pot|POS=VERB|Voice=Bfoc":"Aspect=Perf|Mood=Pot|Voice=Bfoc",
+    "Aspect=Perf|Mood=Pot|POS=NOUN|Voice=Pass":"Aspect=Perf|Mood=Pot|Voice=Pass",
+    "Aspect=Imp|Mood=Pot|POS=ADV|Voice=Act":"Aspect=Imp|Mood=Pot|Voice=Act",
+    "Deixis=Remt|POS=ADV|PronType=Dem":"Deixis=Remt|PronType=Dem",
+    "Deixis=Prox|POS=ADJ|PronType=Dem":"Deixis=Prox|PronType=Dem",
+    "Deixis=Prox|POS=ADV|PronType=Dem":"Deixis=Prox|PronType=Dem",
+    "Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Lfoc":"Aspect=Imp|Mood=Ind|Voice=Lfoc",
+    "Case=Loc|POS=PART":"Case=Loc",
+    "Deixis=Remt|POS=VERB|PronType=Dem":"Deixis=Remt|PronType=Dem",
+    "Aspect=Imp|Mood=Pot|POS=ADJ|Voice=Lfoc":"Aspect=Imp|Mood=Pot|Voice=Lfoc",
+    "NumType=Card|POS=VERB":"NumType=Card",
+    "POS=ADP|Typo=Yes":"Typo=Yes",
+    "Case=Nom|POS=PART|Typo=Yes":"Case=Nom|Typo=Yes",
+    "Case=Nom|Number=Plur|POS=PART":"Case=Nom|Number=Plur",
+    "Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Pass":"Aspect=Imp|Mood=Ind|Voice=Pass",
+    "NumType=Sets|POS=ADV":"NumType=Sets",
+    "Case=Gen|Deixis=Remt|POS=SCONJ|PronType=Dem":"Case=Gen|Deixis=Remt|PronType=Dem",
+    "Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Bfoc":"Aspect=Imp|Mood=Ind|Voice=Bfoc",
+    "Case=Nom|Number=Sing|POS=PROPN|Person=3|PronType=Prs":"Case=Nom|Number=Sing|Person=3|PronType=Prs",
+    "Aspect=Imp|Mood=Pot|POS=ADJ|Voice=Act":"Aspect=Imp|Mood=Pot|Voice=Act",
+    "Case=Nom|Deixis=Med|POS=VERB|PronType=Dem":"Case=Nom|Deixis=Med|PronType=Dem",
+    "Case=Nom|Number=Plur|POS=NOUN|Person=2|PronType=Prs":"Case=Nom|Number=Plur|Person=2|PronType=Prs",
+    "Aspect=Imp|Mood=Pot|POS=PRON|Voice=Act":"Aspect=Imp|Mood=Pot|Voice=Act",
+    "Aspect=Imp|Mood=Ind|POS=PROPN|Voice=Act":"Aspect=Imp|Mood=Ind|Voice=Act",
+    "Case=Dat|Number=Sing|POS=ADV|Person=3|PronType=Prs":"Case=Dat|Number=Sing|Person=3|PronType=Prs",
+    "Case=Loc|Deixis=Prox|POS=CCONJ|PronType=Dem":"Case=Loc|Deixis=Prox|PronType=Dem",
+    "Case=Nom|POS=DET|Typo=Yes":"Case=Nom|Typo=Yes",
+    "Case=Loc|POS=PRON|PronType=Int":"Case=Loc|PronType=Int",
+    "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Plur|Person=1|PronType=Prs",
+    "POS=CCONJ|Polarity=Neg":"Polarity=Neg",
+    "Case=Loc|Deixis=Remt|POS=VERB|PronType=Dem":"Case=Loc|Deixis=Remt|PronType=Dem",
+    "Case=Nom|POS=ADP":"Case=Nom",
+    "Degree=Sup|NumType=Ord|POS=ADJ":"Degree=Sup|NumType=Ord",
+    "Degree=Cmp|POS=ADV":"Degree=Cmp",
+    "NumType=Dist|POS=ADV":"NumType=Dist",
+    "Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Voice=Act":"Aspect=Imp|Mood=Ind|Number=Plur|Voice=Act",
+    "NumType=Dist|POS=ADJ":"NumType=Dist",
+    "Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Voice=Act":"Aspect=Perf|Mood=Ind|Number=Plur|Voice=Act",
+    "Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs|Typo=Yes":"Case=Dat|Number=Plur|Person=3|PronType=Prs|Typo=Yes",
+    "Case=Gen|POS=DET|Typo=Yes":"Case=Gen|Typo=Yes",
+    "Case=Nom|Deixis=Prox|POS=PART|PronType=Dem":"Case=Nom|Deixis=Prox|PronType=Dem",
+    "Case=Gen,Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Gen,Nom|Number=Sing|Person=3|PronType=Prs",
+    "Case=Gen|POS=SCONJ":"Case=Gen",
+    "Aspect=Perf|Mood=Pot|POS=VERB|Typo=Yes|Voice=Pass":"Aspect=Perf|Mood=Pot|Typo=Yes|Voice=Pass",
+    "Case=Gen|POS=NOUN":"Case=Gen",
+    "Case=Dat|Clusivity=Ex|Number=Plur|POS=NOUN|Person=1|PronType=Prs":"Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "NumType=Ord|POS=ADJ|Typo=Yes":"NumType=Ord|Typo=Yes",
+    "Case=Gen|Deixis=Prox|POS=PRON|PronType=Dem|Typo=Yes":"Case=Gen|Deixis=Prox|PronType=Dem|Typo=Yes",
+    "NumType=Sets|POS=NUM":"NumType=Sets",
+    "Aspect=Perf|Mood=Ind|POS=ADV|Voice=Pass":"Aspect=Perf|Mood=Ind|Voice=Pass",
+    "Abbr=Yes|Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Abbr=Yes|Case=Nom|Number=Sing|Person=3|PronType=Prs",
+    "POS=ADJ|Polarity=Neg":"Polarity=Neg",
+    "Case=Nom|POS=NOUN|PronType=Ind":"Case=Nom|PronType=Ind",
+    "NumType=Ord|POS=NOUN":"NumType=Ord",
+    "POS=CCONJ|PartType=Int":"PartType=Int",
+    "Aspect=Perf|Mood=Ind|POS=X|Voice=Act":"Aspect=Perf|Mood=Ind|Voice=Act",
+    "Case=Nom|Number=Dual|POS=NOUN|Person=2|PronType=Prs":"Case=Nom|Number=Dual|Person=2|PronType=Prs",
+    "Aspect=Imp|Mood=Pot|POS=VERB|Typo=Yes|Voice=Lfoc":"Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Lfoc",
+    "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs|Typo=Yes":"Case=Nom|Number=Sing|Person=1|PronType=Prs|Typo=Yes",
+    "Case=Nom|Number=Sing|POS=NOUN|Person=1|PronType=Prs":"Case=Nom|Number=Sing|Person=1|PronType=Prs",
+    "NumType=Dist|POS=NUM":"NumType=Dist",
+    "Number=Plur|POS=PRON|PronType=Ind":"Number=Plur|PronType=Ind",
+    "Case=Gen|Number=Sing|POS=NOUN|Person=1|PronType=Prs":"Case=Gen|Number=Sing|Person=1|PronType=Prs",
+    "Case=Nom|Deixis=Remt|POS=PRON|PronType=Dem|Typo=Yes":"Case=Nom|Deixis=Remt|PronType=Dem|Typo=Yes",
+    "Case=Nom|Number=Sing|POS=ADV|Person=3|PronType=Prs":"Case=Nom|Number=Sing|Person=3|PronType=Prs",
+    "Case=Nom|Number=Sing|POS=ADP":"Case=Nom|Number=Sing",
+    "Abbr=Yes|POS=NOUN":"Abbr=Yes",
+    "Case=Gen|Deixis=Remt|POS=ADP|PronType=Dem":"Case=Gen|Deixis=Remt|PronType=Dem",
+    "POS=PRON|PronType=Ind":"PronType=Ind",
+    "POS=VERB|Polarity=Neg|Typo=Yes":"Polarity=Neg|Typo=Yes",
+    "POS=ADP|Polarity=Neg":"Polarity=Neg",
+    "Case=Loc|POS=ADV|PronType=Int|Typo=Yes":"Case=Loc|PronType=Int|Typo=Yes",
+    "Case=Nom|Deixis=Med|POS=PROPN|PronType=Dem":"Case=Nom|Deixis=Med|PronType=Dem",
+    "Case=Loc|Deixis=Remt|POS=NOUN|PronType=Dem":"Case=Loc|Deixis=Remt|PronType=Dem",
+    "Case=Gen|Number=Plur|POS=NOUN|Person=3|PronType=Prs":"Case=Gen|Number=Plur|Person=3|PronType=Prs",
+    "Aspect=Imp|Mood=Pot|POS=VERB|Typo=Yes|Voice=Pass":"Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Pass",
+    "Case=Nom|Clusivity=In|Number=Dual|POS=PRON|Person=1|PronType=Prs|Typo=Yes":"Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs|Typo=Yes",
+    "Case=Gen|Number=Plur|POS=ADP|Person=3|PronType=Prs":"Case=Gen|Number=Plur|Person=3|PronType=Prs",
+    "Case=Gen|Deixis=Med|POS=PRON|PronType=Dem":"Case=Gen|Deixis=Med|PronType=Dem",
+    "Case=Nom|Clusivity=Ex|Number=Dual|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Clusivity=Ex|Number=Dual|Person=1|PronType=Prs",
+    "Number=Sing|POS=ADV":"Number=Sing",
+    "Case=Dat|POS=PRON|PronType=Int":"Case=Dat|PronType=Int",
+    "Aspect=Imp|Mood=Ind|POS=PROPN|Voice=Pass":"Aspect=Imp|Mood=Ind|Voice=Pass",
+    "Aspect=Imp|Mood=Pot|POS=VERB|Typo=Yes|Voice=Act":"Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Act",
+    "Number=Plur|POS=PRON|PronType=Int":"Number=Plur|PronType=Int",
+    "Case=Nom|POS=VERB":"Case=Nom",
+    "Case=Nom|POS=ADV|PronType=Ind":"Case=Nom|PronType=Ind",
+    "Aspect=Imp|Mood=Ind|POS=NUM|Voice=Act":"Aspect=Imp|Mood=Ind|Voice=Act",
+    "Case=Nom|Number=Plur|POS=PROPN|Person=1|PronType=Prs":"Case=Nom|Number=Plur|Person=1|PronType=Prs",
+    "Aspect=Perf|Mood=Pot|POS=NOUN|Voice=Act":"Aspect=Perf|Mood=Pot|Voice=Act",
+    "Case=Gen|Deixis=Prox|POS=ADP|PronType=Dem":"Case=Gen|Deixis=Prox|PronType=Dem",
+    "POS=SCONJ|Polarity=Neg":"Polarity=Neg",
+    "Aspect=Imp|Mood=Ind|POS=ADJ|Voice=Act":"Aspect=Imp|Mood=Ind|Voice=Act",
+    "Case=Loc|POS=ADP|Typo=Yes":"Case=Loc|Typo=Yes",
+    "NumType=Ord|POS=VERB":"NumType=Ord",
+    "Case=Nom|POS=SCONJ":"Case=Nom",
+    "Aspect=Perf|Mood=Ind|NumType=Ord|POS=VERB|Voice=Act":"Aspect=Perf|Mood=Ind|NumType=Ord|Voice=Act",
+    "Case=Nom|Clusivity=Ex|Number=Plur|POS=NOUN|Person=1|PronType=Prs":"Case=Nom|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "Degree=Cmp|POS=VERB":"Degree=Cmp",
+    "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs|Typo=Yes":"Case=Nom|Number=Sing|Person=3|PronType=Prs|Typo=Yes",
+    "NumType=Sets|POS=NOUN":"NumType=Sets",
+    "Aspect=Perf|Mood=Ind|POS=ADP|Voice=Act":"Aspect=Perf|Mood=Ind|Voice=Act",
+    "Aspect=Imp|Mood=Pot|POS=PROPN|Voice=Act":"Aspect=Imp|Mood=Pot|Voice=Act",
+    "Case=Dat|Number=Sing|POS=NOUN|Person=2|PronType=Prs":"Case=Dat|Number=Sing|Person=2|PronType=Prs",
+    "NumType=Ord|POS=INTJ":"NumType=Ord",
+    "Case=Nom|Number=Plur|POS=ADJ|Person=2|PronType=Prs":"Case=Nom|Number=Plur|Person=2|PronType=Prs",
+    "Aspect=Imp|Mood=Pot|POS=ADP|Voice=Pass":"Aspect=Imp|Mood=Pot|Voice=Pass",
+    "Case=Nom|POS=ADV|PronType=Int":"Case=Nom|PronType=Int",
+    "Degree=Sup|POS=NOUN":"Degree=Sup",
+    "Case=Gen|Number=Sing|POS=PART":"Case=Gen|Number=Sing",
+    "Aspect=Perf|Mood=Ind|POS=ADP|Voice=Pass":"Aspect=Perf|Mood=Ind|Voice=Pass",
+    "Number=Plur|POS=ADV":"Number=Plur",
+    "Case=Loc|Number=Plur|POS=ADP|Typo=Yes":"Case=Loc|Number=Plur|Typo=Yes",
+    "Case=Nom|POS=ADV":"Case=Nom",
+    "Case=Gen|Number=Plur|POS=PROPN|Person=2|PronType=Prs":"Case=Gen|Number=Plur|Person=2|PronType=Prs",
+    "Case=Loc|POS=ADV":"Case=Loc",
+    "Case=Nom|Number=Plur|POS=NOUN|Person=1|PronType=Prs":"Case=Nom|Number=Plur|Person=1|PronType=Prs",
+    "POS=ADJ|PronType=Int":"PronType=Int",
+    "POS=NOUN|Polarity=Neg":"Polarity=Neg",
+    "POS=CCONJ|PronType=Int":"PronType=Int",
+    "Case=Gen|POS=ADV":"Case=Gen",
+    "POS=ADV|PronType=Ind":"PronType=Ind",
+    "POS=PROPN|Polarity=Neg":"Polarity=Neg",
+    "Deixis=Prox|POS=VERB|PronType=Dem":"Deixis=Prox|PronType=Dem",
+    "Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs|Typo=Yes":"Case=Nom|Number=Plur|Person=2|PronType=Prs|Typo=Yes",
+    "Case=Loc|Deixis=Remt|POS=PROPN|PronType=Dem":"Case=Loc|Deixis=Remt|PronType=Dem",
+    "Aspect=Imp|Mood=Pot|POS=SCONJ|Voice=Pass":"Aspect=Imp|Mood=Pot|Voice=Pass",
+    "Case=Dat|Clusivity=Ex|Number=Plur|POS=NUM|Person=1|PronType=Prs":"Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "POS=PRON|PronType=Int|Typo=Yes":"PronType=Int|Typo=Yes",
+    "Aspect=Imp|Mood=Ind|POS=ADJ|Voice=Pass":"Aspect=Imp|Mood=Ind|Voice=Pass",
+    "Case=Loc|Deixis=Prox|POS=DET|PronType=Dem":"Case=Loc|Deixis=Prox|PronType=Dem",
+    "Case=Dat,Loc|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Case=Dat,Loc|Number=Sing|Person=2|PronType=Prs",
+    "Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Prs|Typo=Yes":"Case=Gen|Number=Sing|Person=3|PronType=Prs|Typo=Yes",
+    "Aspect=Perf|Case=Gen|Mood=Ind|POS=VERB|Typo=Yes|Voice=Cau":"Aspect=Perf|Case=Gen|Mood=Ind|Typo=Yes|Voice=Cau",
+    "Case=Gen|Number=Plur|POS=PRON":"Case=Gen|Number=Plur",
+    "Case=Nom|Deixis=Prox|POS=NUM|PronType=Dem":"Case=Nom|Deixis=Prox|PronType=Dem",
+    "Case=Dat,Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Dat,Gen|Number=Plur|Person=3|PronType=Prs",
+    "Case=Dat,Loc|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Dat,Loc|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "Case=Loc|POS=SCONJ|PronType=Int":"Case=Loc|PronType=Int",
+    "POS=PART|Polite=Form|Typo=Yes":"Polite=Form|Typo=Yes",
+    "Abbr=Yes|POS=ADV|Polarity=Neg":"Abbr=Yes|Polarity=Neg",
+    "NumType=Card|POS=PART":"NumType=Card",
+    "Case=Nom|POS=ADP|Typo=Yes":"Case=Nom|Typo=Yes",
+    "Case=Dat|Number=Sing|POS=PROPN|Person=3|PronType=Prs":"Case=Dat|Number=Sing|Person=3|PronType=Prs",
+    "Case=Dat|Number=Sing|POS=ADV|Person=2|PronType=Prs":"Case=Dat|Number=Sing|Person=2|PronType=Prs",
+    "Case=Nom|Clusivity=In|Number=Plur|POS=VERB|Person=1|PronType=Prs":"Case=Nom|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "Case=Gen|POS=VERB":"Case=Gen",
+    "Case=Nom|Deixis=Prox|POS=PROPN|PronType=Dem":"Case=Nom|Deixis=Prox|PronType=Dem",
+    "Case=Nom|Number=Sing|POS=PROPN|Person=2|PronType=Prs":"Case=Nom|Number=Sing|Person=2|PronType=Prs",
+    "Case=Dat|Clusivity=In|Number=Plur|POS=NOUN|Person=1|PronType=Prs":"Case=Dat|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "Number=Plur|POS=DET|Typo=Yes":"Number=Plur|Typo=Yes",
+    "Case=Gen|POS=ADJ":"Case=Gen",
+    "NumType=Frac|POS=ADJ":"NumType=Frac",
+    "Case=Gen|POS=PRON|PronType=Ind":"Case=Gen|PronType=Ind",
+    "POS=ADV|PartType=Int":"PartType=Int",
+    "Case=Nom|Deixis=Prox|POS=NOUN|PronType=Dem":"Case=Nom|Deixis=Prox|PronType=Dem",
+    "Degree=Abs|POS=VERB":"Degree=Abs",
+    "Deixis=Med|POS=VERB|PronType=Dem":"Deixis=Med|PronType=Dem",
+    "NumType=Card|POS=PRON":"NumType=Card",
+    "Case=Gen|Deixis=Remt|POS=ADJ|PronType=Dem":"Case=Gen|Deixis=Remt|PronType=Dem",
+    "Aspect=Imp|Mood=Pot|POS=DET|Voice=Pass":"Aspect=Imp|Mood=Pot|Voice=Pass",
+    "Case=Loc|Deixis=Remt|POS=DET|PronType=Dem":"Case=Loc|Deixis=Remt|PronType=Dem",
+    "Case=Loc|POS=VERB":"Case=Loc",
+    "Degree=Cmp|POS=ADJ":"Degree=Cmp",
+    "Degree=Abs|POS=SCONJ":"Degree=Abs",
+    "NumType=Dist|POS=ADP":"NumType=Dist",
+    "Case=Dat|Number=Plur|POS=PART|Person=3|PronType=Prs":"Case=Dat|Number=Plur|Person=3|PronType=Prs",
+    "Deixis=Remt|POS=NOUN|PronType=Dem":"Deixis=Remt|PronType=Dem",
+    "Case=Gen|Deixis=Prox|POS=DET|PronType=Dem":"Case=Gen|Deixis=Prox|PronType=Dem",
+    "POS=ADV|Polarity=Neg|Typo=Yes":"Polarity=Neg|Typo=Yes",
+    "Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs|Typo=Yes":"Case=Gen|Number=Plur|Person=3|PronType=Prs|Typo=Yes",
+    "Aspect=Perf|Mood=Ind|POS=VERB|Typo=Yes|Voice=Bfoc":"Aspect=Perf|Mood=Ind|Typo=Yes|Voice=Bfoc",
+    "Degree=Sup|POS=PROPN":"Degree=Sup",
+    "Case=Loc|Deixis=Med|POS=ADV|PronType=Dem":"Case=Loc|Deixis=Med|PronType=Dem",
+    "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs|Typo=Yes":"Case=Nom|Number=Plur|Person=3|PronType=Prs|Typo=Yes",
+    "Case=Nom|Number=Plur|POS=PROPN|Person=3|PronType=Prs":"Case=Nom|Number=Plur|Person=3|PronType=Prs",
+    "Case=Nom|POS=PROPN|PronType=Ind":"Case=Nom|PronType=Ind",
+    "Case=Nom|Deixis=Prox|POS=VERB|PronType=Dem":"Case=Nom|Deixis=Prox|PronType=Dem",
+    "Case=Gen|Number=Sing|POS=VERB|Person=1|PronType=Prs":"Case=Gen|Number=Sing|Person=1|PronType=Prs",
+    "Case=Nom|Clusivity=In|Number=Dual|POS=ADJ|Person=1|PronType=Prs":"Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs",
+    "Case=Gen|Number=Sing|POS=ADV":"Case=Gen|Number=Sing",
+    "Deixis=Med|POS=ADV|PronType=Dem":"Deixis=Med|PronType=Dem",
+    "POS=ADV|PartType=Int|Polarity=Neg":"PartType=Int|Polarity=Neg",
+    "Degree=Abs|POS=ADV":"Degree=Abs",
+    "Case=Dat|POS=ADP|Typo=Yes":"Case=Dat|Typo=Yes",
+    "POS=VERB|PronType=Int":"PronType=Int",
+    "Case=Gen|Number=Plur|POS=ADP|Typo=Yes":"Case=Gen|Number=Plur|Typo=Yes",
+    "Case=Nom|Deixis=Remt|POS=DET|PronType=Dem":"Case=Nom|Deixis=Remt|PronType=Dem",
+    "Case=Gen|POS=ADV|Typo=Yes":"Case=Gen|Typo=Yes",
+    "Aspect=Imp|Mood=Pot|POS=ADV|Voice=Lfoc":"Aspect=Imp|Mood=Pot|Voice=Lfoc",
+    "Aspect=Imp|Case=Loc|Mood=Pot|POS=SCONJ|PronType=Int|Voice=Pass":"Aspect=Imp|Case=Loc|Mood=Pot|PronType=Int|Voice=Pass",
+    "Case=Gen|Number=Sing|POS=DET|Typo=Yes":"Case=Gen|Number=Sing|Typo=Yes",
+    "Case=Nom|Deixis=Med|POS=NOUN|PronType=Dem":"Case=Nom|Deixis=Med|PronType=Dem",
+    "Aspect=Imp|Mood=Pot|POS=PRON|Voice=Pass":"Aspect=Imp|Mood=Pot|Voice=Pass",
+    "Case=Nom|Deixis=Remt|POS=NUM|PronType=Dem":"Case=Nom|Deixis=Remt|PronType=Dem",
+    "Case=Nom|Deixis=Remt|POS=ADV|PronType=Dem":"Case=Nom|Deixis=Remt|PronType=Dem",
+    "Case=Gen|Deixis=Med|POS=ADV|PronType=Dem":"Case=Gen|Deixis=Med|PronType=Dem",
+    "Aspect=Perf|Case=Gen|Mood=Ind|POS=VERB|Voice=Pass":"Aspect=Perf|Case=Gen|Mood=Ind|Voice=Pass",
+    "Degree=Equ|POS=ADV":"Degree=Equ",
+    "NumType=Card|POS=DET":"NumType=Card",
+    "Case=Gen|Deixis=Remt|POS=ADV|PronType=Dem|Typo=Yes":"Case=Gen|Deixis=Remt|PronType=Dem|Typo=Yes",
+    "Abbr=Yes|Case=Nom|POS=PRON|PronType=Int":"Abbr=Yes|Case=Nom|PronType=Int",
+    "POS=INTJ|Polite=Form":"Polite=Form",
+    "Aspect=Perf|Mood=Ind|POS=ADJ|Voice=Act":"Aspect=Perf|Mood=Ind|Voice=Act",
+    "Case=Nom|Clusivity=In|Number=Plur|POS=PART|Person=1|PronType=Prs":"Case=Nom|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "Case=Nom|POS=NOUN":"Case=Nom",
+    "Aspect=Imp|Mood=Ind|POS=VERB|Polarity=Neg|Voice=Pass":"Aspect=Imp|Mood=Ind|Polarity=Neg|Voice=Pass",
+    "Aspect=Imp|Mood=Ind|POS=VERB|Typo=Yes|Voice=Pass":"Aspect=Imp|Mood=Ind|Typo=Yes|Voice=Pass",
+    "Case=Loc|Deixis=Med|POS=PRON|PronType=Dem|Typo=Yes":"Case=Loc|Deixis=Med|PronType=Dem|Typo=Yes",
+    "Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Cau":"Aspect=Imp|Mood=Pot|Voice=Cau",
+    "Case=Nom|Number=Sing|POS=VERB|Person=2|PronType=Prs":"Case=Nom|Number=Sing|Person=2|PronType=Prs",
+    "Degree=Sup|POS=ADJ|Typo=Yes":"Degree=Sup|Typo=Yes",
+    "Deixis=Prox|POS=PROPN|PronType=Dem":"Deixis=Prox|PronType=Dem",
+    "Case=Nom|Number=Plur|POS=ADP":"Case=Nom|Number=Plur",
+    "Case=Nom|Number=Plur|POS=ADV|Person=2|PronType=Prs":"Case=Nom|Number=Plur|Person=2|PronType=Prs",
+    "Case=Loc|POS=PRON":"Case=Loc",
+    "Case=Nom|POS=PROPN|PronType=Int":"Case=Nom|PronType=Int",
+    "Aspect=Imp|Mood=Ind|POS=VERB|Typo=Yes|Voice=Lfoc":"Aspect=Imp|Mood=Ind|Typo=Yes|Voice=Lfoc",
+    "Deixis=Prox|POS=ADV|PronType=Dem|Typo=Yes":"Deixis=Prox|PronType=Dem|Typo=Yes",
+    "POS=PRON|Typo=Yes":"Typo=Yes",
+    "Abbr=Yes|Case=Gen|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Abbr=Yes|Case=Gen|Number=Plur|Person=2|PronType=Prs",
+    "Abbr=Yes|POS=ADV":"Abbr=Yes",
+    "Abbr=Yes|NumType=Card|POS=NUM":"Abbr=Yes|NumType=Card",
+    "Deixis=Prox|POS=NUM|PronType=Dem":"Deixis=Prox|PronType=Dem",
+    "Deixis=Remt|POS=SCONJ|PronType=Dem":"Deixis=Remt|PronType=Dem",
+    "NumType=Card|POS=NUM|Typo=Yes":"NumType=Card|Typo=Yes",
+    "Case=Nom|POS=PRON|PronType=Ind|Typo=Yes":"Case=Nom|PronType=Ind|Typo=Yes",
+    "Case=Gen|Number=Sing|POS=PART|Person=3|PronType=Prs":"Case=Gen|Number=Sing|Person=3|PronType=Prs",
+    "Case=Dat,Loc|Number=Sing|POS=ADP|Person=2|PronType=Prs":"Case=Dat,Loc|Number=Sing|Person=2|PronType=Prs",
+    "Case=Nom|Number=Sing|POS=PART|Person=3|PronType=Prs":"Case=Nom|Number=Sing|Person=3|PronType=Prs",
+    "Aspect=Perf|Mood=Ind|POS=PART|Voice=Pass":"Aspect=Perf|Mood=Ind|Voice=Pass",
+    "Case=Gen|Deixis=Prox|POS=NUM|PronType=Dem":"Case=Gen|Deixis=Prox|PronType=Dem",
+    "Aspect=Imp|Mood=Ind|POS=PRON|Voice=Pass":"Aspect=Imp|Mood=Ind|Voice=Pass",
+    "Case=Loc|Deixis=Prox|POS=PROPN|PronType=Dem":"Case=Loc|Deixis=Prox|PronType=Dem",
+    "Case=Gen|Number=Sing|POS=PROPN|Person=3|PronType=Prs":"Case=Gen|Number=Sing|Person=3|PronType=Prs",
+    "Case=Gen|Number=Sing|POS=NOUN|Person=3|PronType=Prs":"Case=Gen|Number=Sing|Person=3|PronType=Prs",
+    "Case=Loc|POS=PUNCT":"Case=Loc",
+    "Case=Nom|Number=Plur|POS=DET|Typo=Yes":"Case=Nom|Number=Plur|Typo=Yes",
+    "Aspect=Imp|Mood=Ind|POS=VERB|Typo=Yes|Voice=Act":"Aspect=Imp|Mood=Ind|Typo=Yes|Voice=Act",
+    "Aspect=Imp|Mood=Ind|POS=ADV|Voice=Act":"Aspect=Imp|Mood=Ind|Voice=Act",
+    "Case=Nom|Number=Sing|POS=PRON":"Case=Nom|Number=Sing"
   },
   "labels_pos":{
+    "POS=PART":94,
     "POS=PUNCT":97,
+    "POS=ADV|Polarity=Neg":86,
+    "POS=PART|PartType=Int":94,
     "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
     "POS=ADV":86,
+    "POS=ADJ":84,
+    "Case=Nom|POS=DET":90,
+    "POS=NOUN":92,
+    "Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":95,
     "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Pass":100,
     "POS=PROPN":96,
+    "POS=VERB":100,
+    "POS=NUM":93,
+    "POS=CCONJ":89,
     "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Case=Gen|POS=ADP":85,
     "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs":95,
+    "Case=Loc|POS=ADP":85,
+    "Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs":95,
+    "Case=Gen|Clusivity=Ex|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "POS=SCONJ":98,
     "POS=ADV|PronType=Int":86,
+    "Case=Nom|Clusivity=Ex|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Act":100,
+    "POS=PART|Polite=Form":94,
+    "Aspect=Perf|Mood=Pot|POS=VERB|Voice=Lfoc":100,
+    "Case=Gen|Number=Plur|POS=PRON|Person=2|PronType=Prs":95,
+    "Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs":95,
+    "POS=VERB|Polarity=Neg":100,
+    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Pass":100,
+    "POS=DET":90,
+    "NumType=Card|POS=NUM":93,
+    "Case=Dat|Number=Sing|POS=ADP":85,
     "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Act":100,
+    "Number=Plur|POS=DET":90,
+    "POS=PRON|PronType=Int":95,
+    "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Pass":100,
+    "Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs":95,
+    "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Lfoc":100,
+    "Case=Loc|Deixis=Prox|POS=PRON|PronType=Dem":95,
+    "Case=Nom|Number=Sing|POS=DET":90,
+    "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Act":100,
+    "Case=Dat|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Case=Gen|Number=Sing|POS=ADP":85,
+    "Aspect=Perf|Mood=Pot|POS=VERB|Voice=Pass":100,
+    "Case=Nom|Deixis=Prox|POS=PRON|PronType=Dem":95,
     "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "POS=PRON":95,
+    "Case=Nom|Deixis=Remt|POS=PRON|PronType=Dem":95,
+    "Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
     "Case=Gen|Number=Sing|POS=PRON|Person=2|PronType=Prs":95,
+    "POS=ADP":85,
+    "Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs":95,
     "Case=Gen|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Case=Loc|POS=ADV|PronType=Int":86,
+    "Case=Loc|POS=PROPN":96,
+    "POS=SYM":99,
+    "POS=PROPN|PronType=Int":96,
+    "POS=PROPN|PartType=Int":96,
+    "Case=Gen|Deixis=Prox|POS=PRON|PronType=Dem":95,
+    "NumType=Ord|POS=ADJ":84,
+    "Aspect=Perf|Mood=Pot|POS=VERB|Voice=Act":100,
+    "Aspect=Perf|Mood=Ind|POS=NOUN|Voice=Pass":92,
+    "Aspect=Perf|Mood=Ind|POS=VERB|Typo=Yes|Voice=Act":100,
+    "Case=Gen|Number=Plur|POS=ADP":85,
+    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Bfoc":100,
+    "Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Case=Dat|Clusivity=Ex|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Case=Nom|POS=PRON|PronType=Int":95,
+    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Lfoc":100,
+    "Case=Loc|Deixis=Remt|POS=PRON|PronType=Dem":95,
+    "Case=Gen|POS=PROPN":96,
+    "Case=Nom|Number=Plur|POS=DET":90,
+    "Aspect=Perf|Mood=Ind|POS=ADJ|Voice=Pass":84,
+    "NumType=Frac|POS=NUM":93,
+    "Case=Nom|Clusivity=In|Number=Dual|POS=PRON|Person=1|PronType=Prs":95,
     "POS=INTJ":91,
+    "Case=Gen|POS=ADP|Typo=Yes":85,
+    "Aspect=Perf|Mood=Ind|POS=PRON|Voice=Act":95,
+    "Case=Nom|Deixis=Med|POS=PRON|PronType=Dem":95,
+    "Aspect=Perf|Mood=Ind|POS=VERB|Voice=Cau":100,
+    "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Bfoc":100,
+    "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Bfoc":100,
+    "Degree=Sup|POS=ADJ":84,
+    "Case=Loc|POS=NOUN|Typo=Yes":92,
+    "Case=Nom|Number=Sing|POS=DET|Typo=Yes":90,
+    "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Lfoc":100,
+    "Case=Gen|Number=Sing|POS=PROPN":96,
+    "Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs":95,
+    "Case=Loc|Deixis=Med|POS=PRON|PronType=Dem":95,
+    "Case=Dat|Number=Plur|POS=ADP":85,
+    "Case=Nom|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Aspect=Imp|Mood=Pot|POS=VERB|Voice=Cau":100,
+    "NumType=Ord|POS=PROPN":96,
+    "POS=NOUN|Typo=Yes":92,
+    "POS=PROPN|Typo=Yes":96,
+    "Aspect=Imp|Mood=Ind|POS=VERB|Voice=Cau":100,
+    "Number=Plur|POS=PROPN":96,
+    "Aspect=Perf|Mood=Ind|POS=NOUN|Voice=Act":92,
+    "Case=Loc|Deixis=Prox|POS=SCONJ|PronType=Dem":98,
+    "Case=Loc|Deixis=Prox|POS=NOUN|PronType=Dem":92,
+    "NumType=Card|POS=ADV":86,
+    "Case=Nom|Deixis=Remt|POS=PROPN|PronType=Dem":96,
+    "Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Act":92,
+    "Aspect=Imp|Mood=Pot|POS=ADV|Voice=Pass":86,
+    "Case=Dat|Clusivity=Ex|Number=Plur|POS=ADJ|Person=1|PronType=Prs":84,
+    "NumType=Card|POS=PROPN":96,
+    "Case=Dat|Number=Sing|POS=NOUN|Person=1|PronType=Prs":92,
+    "Aspect=Imp|Mood=Pot|POS=PROPN|Voice=Pass":96,
+    "Deixis=Remt|POS=PROPN|PronType=Dem":96,
+    "Deixis=Remt|POS=PRON|PronType=Dem":95,
+    "Aspect=Perf|Mood=Ind|POS=PROPN|Voice=Pass":96,
+    "Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Pass":92,
+    "POS=NOUN|PronType=Int":92,
+    "Case=Nom|POS=PRON|PronType=Ind":95,
+    "Aspect=Perf|Mood=Ind|POS=NOUN|Voice=Lfoc":92,
+    "Case=Gen|Number=Sing|POS=DET":90,
+    "Case=Gen|POS=SCONJ|Typo=Yes":98,
+    "Case=Gen|POS=PART":94,
+    "POS=VERB|Typo=Yes":100,
+    "Case=Gen|Number=Plur|POS=PRON|Person=2|PronType=Prs|Typo=Yes":95,
+    "POS=PART|Typo=Yes":94,
+    "Aspect=Perf|Mood=Ind|POS=PRON|Voice=Pass":95,
+    "NumType=Card|POS=NOUN":92,
+    "POS=SCONJ|Typo=Yes":98,
+    "Abbr=Yes|POS=ADJ":84,
+    "POS=ADV|Typo=Yes":86,
+    "Case=Gen|Deixis=Remt|POS=ADV|PronType=Dem":86,
+    "Number=Plur|POS=VERB":100,
+    "Aspect=Imp|Mood=Pot|Number=Plur|POS=VERB|Voice=Pass":100,
+    "POS=NUM|PronType=Int":93,
+    "POS=X":101,
+    "Abbr=Yes|POS=PROPN":96,
+    "Degree=Equ|POS=ADJ":84,
+    "Case=Dat|Number=Sing|POS=ADJ|Person=2|PronType=Prs":84,
+    "POS=CCONJ|Typo=Yes":89,
+    "Case=Gen|Number=Sing|POS=ADP|Typo=Yes":85,
+    "POS=ADJ|Typo=Yes":84,
+    "POS=PRON|PronType=Dem":95,
+    "NumType=Ord|POS=NUM":93,
+    "Case=Dat|Clusivity=Ex|Number=Plur|POS=VERB|Person=1|PronType=Prs":100,
+    "Case=Nom|Number=Dual|POS=PRON|Person=2|PronType=Prs":95,
+    "Case=Loc|Deixis=Prox|POS=ADV|PronType=Dem":86,
+    "Aspect=Perf|Mood=Ind|POS=VERB":100,
+    "POS=DET|Typo=Yes":90,
+    "Case=Loc|Deixis=Remt|POS=ADV|PronType=Dem":86,
+    "Aspect=Perf|Mood=Ind|POS=X":101,
+    "NumType=Ord|POS=ADV":86,
+    "Aspect=Imp|Mood=Pot|POS=SCONJ|Voice=Act":98,
+    "Case=Loc|POS=NOUN":92,
+    "Degree=Sup|POS=ADV":86,
+    "Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs|Typo=Yes":95,
+    "Case=Gen|POS=PART|Typo=Yes":94,
+    "Aspect=Perf|Mood=Ind|POS=VERB|Typo=Yes|Voice=Pass":100,
+    "Aspect=Imp|Mood=Pot|POS=VERB":100,
+    "Case=Dat|Number=Sing|POS=NOUN|Person=3|PronType=Prs":92,
+    "Number=Plur|POS=NOUN":92,
+    "Case=Dat|Number=Sing|POS=NOUN":92,
+    "Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Bfoc":92,
+    "Case=Gen|Deixis=Remt|POS=PRON|PronType=Dem":95,
+    "Deixis=Med|POS=PRON|PronType=Dem":95,
+    "POS=PRON|PronType=Tot":95,
+    "Case=Nom|Number=Sing|POS=NOUN|Person=3|PronType=Prs":92,
+    "Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Lfoc":92,
+    "NumType=Frac|POS=NOUN":92,
+    "NumType=Card|POS=ADJ":84,
+    "Case=Gen|Number=Sing|POS=PROPN|Person=2|PronType=Prs":96,
+    "Case=Nom|Number=Sing|POS=PROPN|Person=1|PronType=Prs":96,
+    "Case=Nom|POS=PROPN":96,
+    "Case=Gen|Number=Sing|POS=VERB":100,
+    "Deixis=Prox|POS=PRON|PronType=Dem":95,
+    "Aspect=Imp|Mood=Pot|POS=PROPN|Voice=Lfoc":96,
+    "Case=Nom|Deixis=Remt|POS=NOUN|PronType=Dem":92,
+    "Case=Dat|POS=ADP":85,
+    "Case=Loc|POS=VERB|PronType=Int":100,
+    "POS=PRON|Person=1":95,
+    "Aspect=Perf|Mood=Ind|POS=SCONJ|Voice=Pass":98,
+    "Degree=Sup|POS=VERB":100,
+    "Aspect=Imp|Mood=Ind|POS=SCONJ|Voice=Act":98,
+    "Case=Gen|Number=Plur|POS=NOUN|Person=2|PronType=Prs":92,
+    "Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Act":92,
+    "Case=Gen|Number=Sing|POS=ADV|Person=2|PronType=Prs":86,
+    "Case=Loc|POS=NOUN|PronType=Int":92,
+    "Aspect=Imp|Mood=Pot|POS=ADP|Voice=Act":85,
+    "Case=Gen|Deixis=Prox|POS=ADV|PronType=Dem":86,
+    "Aspect=Imp|Mood=Ind|POS=ADV|Voice=Pass":86,
+    "POS=SCONJ|PronType=Int":98,
+    "Degree=Abs|POS=ADJ":84,
+    "Case=Gen|Clusivity=In|Number=Plur|POS=ADP|Person=1|PronType=Prs":85,
+    "Aspect=Imp|Mood=Pot|POS=ADJ|Voice=Pass":84,
+    "Aspect=Perf|Mood=Ind|POS=ADV|Voice=Act":86,
+    "NumType=Card|POS=NUM|PronType=Int":93,
+    "Aspect=Perf|Mood=Pot|POS=VERB|Voice=Cau":100,
+    "Aspect=Perf|Mood=Pot|POS=VERB|Voice=Bfoc":100,
+    "Aspect=Perf|Mood=Pot|POS=NOUN|Voice=Pass":92,
+    "Aspect=Imp|Mood=Pot|POS=ADV|Voice=Act":86,
+    "Deixis=Remt|POS=ADV|PronType=Dem":86,
+    "Deixis=Prox|POS=ADJ|PronType=Dem":84,
+    "Deixis=Prox|POS=ADV|PronType=Dem":86,
+    "Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Lfoc":92,
+    "Case=Loc|POS=PART":94,
+    "Deixis=Remt|POS=VERB|PronType=Dem":100,
+    "Aspect=Imp|Mood=Pot|POS=ADJ|Voice=Lfoc":84,
+    "NumType=Card|POS=VERB":100,
+    "POS=ADP|Typo=Yes":85,
+    "Case=Nom|POS=PART|Typo=Yes":94,
+    "Case=Nom|Number=Plur|POS=PART":94,
+    "Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Pass":92,
+    "NumType=Sets|POS=ADV":86,
+    "Case=Gen|Deixis=Remt|POS=SCONJ|PronType=Dem":98,
+    "Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Bfoc":92,
+    "Case=Nom|Number=Sing|POS=PROPN|Person=3|PronType=Prs":96,
+    "Aspect=Imp|Mood=Pot|POS=ADJ|Voice=Act":84,
+    "Case=Nom|Deixis=Med|POS=VERB|PronType=Dem":100,
+    "Case=Nom|Number=Plur|POS=NOUN|Person=2|PronType=Prs":92,
+    "Aspect=Imp|Mood=Pot|POS=PRON|Voice=Act":95,
+    "Aspect=Imp|Mood=Ind|POS=PROPN|Voice=Act":96,
+    "Case=Dat|Number=Sing|POS=ADV|Person=3|PronType=Prs":86,
+    "Case=Loc|Deixis=Prox|POS=CCONJ|PronType=Dem":89,
+    "Case=Nom|POS=DET|Typo=Yes":90,
+    "Case=Loc|POS=PRON|PronType=Int":95,
+    "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "POS=CCONJ|Polarity=Neg":89,
+    "Case=Loc|Deixis=Remt|POS=VERB|PronType=Dem":100,
+    "Case=Nom|POS=ADP":85,
+    "Degree=Sup|NumType=Ord|POS=ADJ":84,
+    "Degree=Cmp|POS=ADV":86,
+    "NumType=Dist|POS=ADV":86,
+    "Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Voice=Act":100,
+    "NumType=Dist|POS=ADJ":84,
+    "Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Voice=Act":100,
+    "Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs|Typo=Yes":95,
+    "Case=Gen|POS=DET|Typo=Yes":90,
+    "Case=Nom|Deixis=Prox|POS=PART|PronType=Dem":94,
+    "Case=Gen,Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "Case=Gen|POS=SCONJ":98,
+    "Aspect=Perf|Mood=Pot|POS=VERB|Typo=Yes|Voice=Pass":100,
+    "Case=Gen|POS=NOUN":92,
+    "Case=Dat|Clusivity=Ex|Number=Plur|POS=NOUN|Person=1|PronType=Prs":92,
+    "NumType=Ord|POS=ADJ|Typo=Yes":84,
+    "Case=Gen|Deixis=Prox|POS=PRON|PronType=Dem|Typo=Yes":95,
+    "NumType=Sets|POS=NUM":93,
+    "Aspect=Perf|Mood=Ind|POS=ADV|Voice=Pass":86,
+    "Abbr=Yes|Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "POS=ADJ|Polarity=Neg":84,
+    "Case=Nom|POS=NOUN|PronType=Ind":92,
+    "NumType=Ord|POS=NOUN":92,
+    "POS=CCONJ|PartType=Int":89,
+    "Aspect=Perf|Mood=Ind|POS=X|Voice=Act":101,
+    "Case=Nom|Number=Dual|POS=NOUN|Person=2|PronType=Prs":92,
+    "Aspect=Imp|Mood=Pot|POS=VERB|Typo=Yes|Voice=Lfoc":100,
+    "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs|Typo=Yes":95,
+    "Case=Nom|Number=Sing|POS=NOUN|Person=1|PronType=Prs":92,
+    "NumType=Dist|POS=NUM":93,
+    "Number=Plur|POS=PRON|PronType=Ind":95,
+    "Case=Gen|Number=Sing|POS=NOUN|Person=1|PronType=Prs":92,
+    "Case=Nom|Deixis=Remt|POS=PRON|PronType=Dem|Typo=Yes":95,
+    "Case=Nom|Number=Sing|POS=ADV|Person=3|PronType=Prs":86,
+    "Case=Nom|Number=Sing|POS=ADP":85,
+    "Abbr=Yes|POS=NOUN":92,
+    "Case=Gen|Deixis=Remt|POS=ADP|PronType=Dem":85,
+    "POS=PRON|PronType=Ind":95,
+    "POS=VERB|Polarity=Neg|Typo=Yes":100,
+    "POS=ADP|Polarity=Neg":85,
+    "Case=Loc|POS=ADV|PronType=Int|Typo=Yes":86,
+    "Case=Nom|Deixis=Med|POS=PROPN|PronType=Dem":96,
+    "Case=Loc|Deixis=Remt|POS=NOUN|PronType=Dem":92,
+    "Case=Gen|Number=Plur|POS=NOUN|Person=3|PronType=Prs":92,
+    "Aspect=Imp|Mood=Pot|POS=VERB|Typo=Yes|Voice=Pass":100,
+    "Case=Nom|Clusivity=In|Number=Dual|POS=PRON|Person=1|PronType=Prs|Typo=Yes":95,
+    "Case=Gen|Number=Plur|POS=ADP|Person=3|PronType=Prs":85,
+    "Case=Gen|Deixis=Med|POS=PRON|PronType=Dem":95,
+    "Case=Nom|Clusivity=Ex|Number=Dual|POS=PRON|Person=1|PronType=Prs":95,
+    "Number=Sing|POS=ADV":86,
+    "Case=Dat|POS=PRON|PronType=Int":95,
+    "Aspect=Imp|Mood=Ind|POS=PROPN|Voice=Pass":96,
+    "Aspect=Imp|Mood=Pot|POS=VERB|Typo=Yes|Voice=Act":100,
+    "Number=Plur|POS=PRON|PronType=Int":95,
+    "Case=Nom|POS=VERB":100,
+    "Case=Nom|POS=ADV|PronType=Ind":86,
+    "Aspect=Imp|Mood=Ind|POS=NUM|Voice=Act":93,
+    "Case=Nom|Number=Plur|POS=PROPN|Person=1|PronType=Prs":96,
+    "Aspect=Perf|Mood=Pot|POS=NOUN|Voice=Act":92,
+    "Case=Gen|Deixis=Prox|POS=ADP|PronType=Dem":85,
+    "POS=SCONJ|Polarity=Neg":98,
+    "Aspect=Imp|Mood=Ind|POS=ADJ|Voice=Act":84,
+    "Case=Loc|POS=ADP|Typo=Yes":85,
+    "NumType=Ord|POS=VERB":100,
+    "Case=Nom|POS=SCONJ":98,
+    "Aspect=Perf|Mood=Ind|NumType=Ord|POS=VERB|Voice=Act":100,
+    "Case=Nom|Clusivity=Ex|Number=Plur|POS=NOUN|Person=1|PronType=Prs":92,
+    "Degree=Cmp|POS=VERB":100,
+    "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs|Typo=Yes":95,
+    "NumType=Sets|POS=NOUN":92,
+    "Aspect=Perf|Mood=Ind|POS=ADP|Voice=Act":85,
+    "Aspect=Imp|Mood=Pot|POS=PROPN|Voice=Act":96,
+    "Case=Dat|Number=Sing|POS=NOUN|Person=2|PronType=Prs":92,
+    "NumType=Ord|POS=INTJ":91,
+    "Case=Nom|Number=Plur|POS=ADJ|Person=2|PronType=Prs":84,
+    "Aspect=Imp|Mood=Pot|POS=ADP|Voice=Pass":85,
+    "Case=Nom|POS=ADV|PronType=Int":86,
+    "Degree=Sup|POS=NOUN":92,
+    "Case=Gen|Number=Sing|POS=PART":94,
+    "Aspect=Perf|Mood=Ind|POS=ADP|Voice=Pass":85,
+    "Number=Plur|POS=ADV":86,
+    "Case=Loc|Number=Plur|POS=ADP|Typo=Yes":85,
+    "Case=Nom|POS=ADV":86,
+    "Case=Gen|Number=Plur|POS=PROPN|Person=2|PronType=Prs":96,
+    "Case=Loc|POS=ADV":86,
+    "Case=Nom|Number=Plur|POS=NOUN|Person=1|PronType=Prs":92,
+    "POS=ADJ|PronType=Int":84,
+    "POS=NOUN|Polarity=Neg":92,
+    "POS=CCONJ|PronType=Int":89,
+    "Case=Gen|POS=ADV":86,
+    "POS=ADV|PronType=Ind":86,
+    "POS=PROPN|Polarity=Neg":96,
+    "Deixis=Prox|POS=VERB|PronType=Dem":100,
+    "Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs|Typo=Yes":95,
+    "Case=Loc|Deixis=Remt|POS=PROPN|PronType=Dem":96,
+    "Aspect=Imp|Mood=Pot|POS=SCONJ|Voice=Pass":98,
+    "Case=Dat|Clusivity=Ex|Number=Plur|POS=NUM|Person=1|PronType=Prs":93,
+    "POS=PRON|PronType=Int|Typo=Yes":95,
+    "Aspect=Imp|Mood=Ind|POS=ADJ|Voice=Pass":84,
+    "Case=Loc|Deixis=Prox|POS=DET|PronType=Dem":90,
+    "Case=Dat,Loc|Number=Sing|POS=PRON|Person=2|PronType=Prs":95,
+    "Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Prs|Typo=Yes":95,
+    "Aspect=Perf|Case=Gen|Mood=Ind|POS=VERB|Typo=Yes|Voice=Cau":100,
+    "Case=Gen|Number=Plur|POS=PRON":95,
+    "Case=Nom|Deixis=Prox|POS=NUM|PronType=Dem":93,
+    "Case=Dat,Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Case=Dat,Loc|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Case=Loc|POS=SCONJ|PronType=Int":98,
+    "POS=PART|Polite=Form|Typo=Yes":94,
+    "Abbr=Yes|POS=ADV|Polarity=Neg":86,
+    "NumType=Card|POS=PART":94,
+    "Case=Nom|POS=ADP|Typo=Yes":85,
+    "Case=Dat|Number=Sing|POS=PROPN|Person=3|PronType=Prs":96,
+    "Case=Dat|Number=Sing|POS=ADV|Person=2|PronType=Prs":86,
+    "Case=Nom|Clusivity=In|Number=Plur|POS=VERB|Person=1|PronType=Prs":100,
+    "Case=Gen|POS=VERB":100,
+    "Case=Nom|Deixis=Prox|POS=PROPN|PronType=Dem":96,
+    "Case=Nom|Number=Sing|POS=PROPN|Person=2|PronType=Prs":96,
+    "Case=Dat|Clusivity=In|Number=Plur|POS=NOUN|Person=1|PronType=Prs":92,
+    "Number=Plur|POS=DET|Typo=Yes":90,
+    "Case=Gen|POS=ADJ":84,
+    "NumType=Frac|POS=ADJ":84,
+    "Case=Gen|POS=PRON|PronType=Ind":95,
+    "POS=ADV|PartType=Int":86,
+    "Case=Nom|Deixis=Prox|POS=NOUN|PronType=Dem":92,
+    "Degree=Abs|POS=VERB":100,
+    "Deixis=Med|POS=VERB|PronType=Dem":100,
+    "NumType=Card|POS=PRON":95,
+    "Case=Gen|Deixis=Remt|POS=ADJ|PronType=Dem":84,
+    "Aspect=Imp|Mood=Pot|POS=DET|Voice=Pass":90,
+    "Case=Loc|Deixis=Remt|POS=DET|PronType=Dem":90,
+    "Case=Loc|POS=VERB":100,
+    "Degree=Cmp|POS=ADJ":84,
+    "Degree=Abs|POS=SCONJ":98,
+    "NumType=Dist|POS=ADP":85,
+    "Case=Dat|Number=Plur|POS=PART|Person=3|PronType=Prs":94,
+    "Deixis=Remt|POS=NOUN|PronType=Dem":92,
+    "Case=Gen|Deixis=Prox|POS=DET|PronType=Dem":90,
+    "POS=ADV|Polarity=Neg|Typo=Yes":86,
+    "Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs|Typo=Yes":95,
+    "Aspect=Perf|Mood=Ind|POS=VERB|Typo=Yes|Voice=Bfoc":100,
+    "Degree=Sup|POS=PROPN":96,
+    "Case=Loc|Deixis=Med|POS=ADV|PronType=Dem":86,
+    "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs|Typo=Yes":95,
+    "Case=Nom|Number=Plur|POS=PROPN|Person=3|PronType=Prs":96,
+    "Case=Nom|POS=PROPN|PronType=Ind":96,
+    "Case=Nom|Deixis=Prox|POS=VERB|PronType=Dem":100,
+    "Case=Gen|Number=Sing|POS=VERB|Person=1|PronType=Prs":100,
+    "Case=Nom|Clusivity=In|Number=Dual|POS=ADJ|Person=1|PronType=Prs":84,
+    "Case=Gen|Number=Sing|POS=ADV":86,
+    "Deixis=Med|POS=ADV|PronType=Dem":86,
+    "POS=ADV|PartType=Int|Polarity=Neg":86,
+    "Degree=Abs|POS=ADV":86,
+    "Case=Dat|POS=ADP|Typo=Yes":85,
+    "POS=VERB|PronType=Int":100,
+    "Case=Gen|Number=Plur|POS=ADP|Typo=Yes":85,
+    "Case=Nom|Deixis=Remt|POS=DET|PronType=Dem":90,
+    "Case=Gen|POS=ADV|Typo=Yes":86,
+    "Aspect=Imp|Mood=Pot|POS=ADV|Voice=Lfoc":86,
+    "Aspect=Imp|Case=Loc|Mood=Pot|POS=SCONJ|PronType=Int|Voice=Pass":98,
+    "Case=Gen|Number=Sing|POS=DET|Typo=Yes":90,
+    "Case=Nom|Deixis=Med|POS=NOUN|PronType=Dem":92,
+    "Aspect=Imp|Mood=Pot|POS=PRON|Voice=Pass":95,
+    "Case=Nom|Deixis=Remt|POS=NUM|PronType=Dem":93,
+    "Case=Nom|Deixis=Remt|POS=ADV|PronType=Dem":86,
+    "Case=Gen|Deixis=Med|POS=ADV|PronType=Dem":86,
+    "Aspect=Perf|Case=Gen|Mood=Ind|POS=VERB|Voice=Pass":100,
+    "Degree=Equ|POS=ADV":86,
+    "NumType=Card|POS=DET":90,
+    "Case=Gen|Deixis=Remt|POS=ADV|PronType=Dem|Typo=Yes":86,
+    "Abbr=Yes|Case=Nom|POS=PRON|PronType=Int":95,
+    "POS=INTJ|Polite=Form":91,
+    "Aspect=Perf|Mood=Ind|POS=ADJ|Voice=Act":84,
+    "Case=Nom|Clusivity=In|Number=Plur|POS=PART|Person=1|PronType=Prs":94,
+    "Case=Nom|POS=NOUN":92,
+    "Aspect=Imp|Mood=Ind|POS=VERB|Polarity=Neg|Voice=Pass":100,
+    "Aspect=Imp|Mood=Ind|POS=VERB|Typo=Yes|Voice=Pass":100,
+    "Case=Loc|Deixis=Med|POS=PRON|PronType=Dem|Typo=Yes":95,
+    "Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Cau":92,
+    "Case=Nom|Number=Sing|POS=VERB|Person=2|PronType=Prs":100,
+    "Degree=Sup|POS=ADJ|Typo=Yes":84,
+    "Deixis=Prox|POS=PROPN|PronType=Dem":96,
+    "Case=Nom|Number=Plur|POS=ADP":85,
+    "Case=Nom|Number=Plur|POS=ADV|Person=2|PronType=Prs":86,
+    "Case=Loc|POS=PRON":95,
+    "Case=Nom|POS=PROPN|PronType=Int":96,
+    "Aspect=Imp|Mood=Ind|POS=VERB|Typo=Yes|Voice=Lfoc":100,
+    "Deixis=Prox|POS=ADV|PronType=Dem|Typo=Yes":86,
+    "POS=PRON|Typo=Yes":95,
+    "Abbr=Yes|Case=Gen|Number=Plur|POS=PRON|Person=2|PronType=Prs":95,
+    "Abbr=Yes|POS=ADV":86,
+    "Abbr=Yes|NumType=Card|POS=NUM":93,
+    "Deixis=Prox|POS=NUM|PronType=Dem":93,
+    "Deixis=Remt|POS=SCONJ|PronType=Dem":98,
+    "NumType=Card|POS=NUM|Typo=Yes":93,
+    "Case=Nom|POS=PRON|PronType=Ind|Typo=Yes":95,
+    "Case=Gen|Number=Sing|POS=PART|Person=3|PronType=Prs":94,
+    "Case=Dat,Loc|Number=Sing|POS=ADP|Person=2|PronType=Prs":85,
+    "Case=Nom|Number=Sing|POS=PART|Person=3|PronType=Prs":94,
+    "Aspect=Perf|Mood=Ind|POS=PART|Voice=Pass":94,
+    "Case=Gen|Deixis=Prox|POS=NUM|PronType=Dem":93,
+    "Aspect=Imp|Mood=Ind|POS=PRON|Voice=Pass":95,
+    "Case=Loc|Deixis=Prox|POS=PROPN|PronType=Dem":96,
+    "Case=Gen|Number=Sing|POS=PROPN|Person=3|PronType=Prs":96,
+    "Case=Gen|Number=Sing|POS=NOUN|Person=3|PronType=Prs":92,
+    "Case=Loc|POS=PUNCT":97,
+    "Case=Nom|Number=Plur|POS=DET|Typo=Yes":90,
+    "Aspect=Imp|Mood=Ind|POS=VERB|Typo=Yes|Voice=Act":100,
+    "Aspect=Imp|Mood=Ind|POS=ADV|Voice=Act":86,
+    "Case=Nom|Number=Sing|POS=PRON":95
   },
   "overwrite":true
 }

morphologizer/model CHANGED Viewed

Binary files a/morphologizer/model and b/morphologizer/model differ

ner/model CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:40adb3bc24e073f225aac2da0d7d7ece078bd807d2a21d79090b9b3395fb0b22
-size 36038066

 version https://git-lfs.github.com/spec/v1
+oid sha256:79a813afca77f67e919a221db631d9d5136b0b1f94c272d6b83ade0f8345b02b
+size 34502066

parser/model CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8b1c4638578c6262f8fbd7d3ee0c34a672384a67028cde99975e1ab509f25e43
-size 1643320

 version https://git-lfs.github.com/spec/v1
+oid sha256:448352b36efaa5e4b3654b56e83adeac1c9d84b942f67d467f47468de4345428
+size 1753113

parser/moves CHANGED Viewed

	@@ -1 +1 @@
1	- ��movesٓ{"0":{"":~~498~~},"1":{"":~~784~~},"2":{"case":~~287~~,"dep":0},"3":{"punct":~~220~~,"nsubj":~~147~~,"~~obj~~":75,"~~obl~~":61,"advmod":50,"nmod":49,"dep":0},"4":{"ROOT":~~199~~}}�cfg��neg_key�

+ ��moves��{"0":{"":111561},"1":{"":131021},"2":{"case":32821,"det":19743,"mark":10839,"advmod":7830,"cc":6422,"amod":5937,"punct":5847,"nmod":3856,"nummod":3015,"nsubj":2944,"nmod:poss":2285,"advcl":2244,"obl":2149,"acl:relcl":1676,"compound":973,"dislocated":658,"obj:agent":633,"dep":385,"compound:redup":382,"discourse":246,"parataxis":177,"acl":75,"vocative":52,"advmod||advmod":48,"fixed||case":44,"orphan":39,"obj":34},"3":{"punct":17500,"nsubj":15349,"flat":14207,"nmod":12013,"advmod":11749,"obl":10595,"conj":6808,"obj:agent":5540,"nmod:poss":5474,"obj":4831,"advcl":4819,"acl:relcl":3496,"discourse":3172,"fixed":3153,"ccomp":2973,"xcomp":1718,"case":1661,"appos":1321,"parataxis":1158,"mark":679,"compound":488,"dep":328,"list":321,"acl":223,"nummod":174,"amod":172,"acl:relcl||obj":139,"obl||acl:relcl":118,"nmod||obj":63,"vocative":60,"obj:agent||acl:relcl":60,"goeswith":55,"dislocated":49,"compound:redup":46,"obl||xcomp":45,"orphan":38},"4":{"ROOT":12495}}�cfg��neg_key�

tagger/cfg CHANGED Viewed

@@ -1,28 +1,639 @@
 {
   "labels":[
     "ADJ",
     "ADJ_PART",
     "ADP",
     "ADV",
     "ADV_PART",
-    "AUX",
     "CCONJ",
     "DET",
-    "DET_ADP",
     "DET_PART",
     "INTJ",
     "NOUN",
     "NOUN_PART",
     "NUM",
     "NUM_PART",
     "PART",
     "PRON",
     "PRON_PART",
     "PROPN",
     "PUNCT",
     "SCONJ",
     "VERB",
-    "VERB_PART"
   ],
   "neg_prefix":"!",
   "overwrite":false

 {
+  "label_smoothing":0.05,
   "labels":[
     "ADJ",
+    "ADJ_ADP__Case=Gen",
+    "ADJ_CCONJ",
+    "ADJ_CCONJ__Degree=Abs",
     "ADJ_PART",
+    "ADJ_PART_ADJ",
+    "ADJ_PART_ADJ_PART__Degree=Abs",
+    "ADJ_PART_ADJ__Degree=Abs",
+    "ADJ_PART__Aspect=Imp|Mood=Ind|Voice=Act",
+    "ADJ_PART__Aspect=Imp|Mood=Pot|Voice=Pass",
+    "ADJ_PART__Aspect=Perf|Mood=Ind|Voice=Pass",
+    "ADJ_PART__Case=Gen|Deixis=Remt|PronType=Dem",
+    "ADJ_PART__Case=Nom|Number=Plur|Person=2|PronType=Prs",
+    "ADJ_PART__Degree=Abs",
+    "ADJ_PART__Degree=Sup",
+    "ADJ_PART__Degree=Sup|NumType=Ord",
+    "ADJ_PART__Degree=Sup|Typo=Yes",
+    "ADJ_PART__Deixis=Prox|PronType=Dem",
+    "ADJ_PART__NumType=Card",
+    "ADJ_PART__NumType=Frac",
+    "ADJ_PART__NumType=Ord",
+    "ADJ_PART__NumType=Ord|Typo=Yes",
+    "ADJ_PART__Polarity=Neg",
+    "ADJ_PART__Typo=Yes",
+    "ADJ_X",
+    "ADJ__Abbr=Yes",
+    "ADJ__Aspect=Imp|Mood=Ind|Voice=Act",
+    "ADJ__Aspect=Imp|Mood=Ind|Voice=Pass",
+    "ADJ__Aspect=Imp|Mood=Pot|Voice=Act",
+    "ADJ__Aspect=Imp|Mood=Pot|Voice=Lfoc",
+    "ADJ__Aspect=Imp|Mood=Pot|Voice=Pass",
+    "ADJ__Aspect=Perf|Mood=Ind|Voice=Act",
+    "ADJ__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "ADJ__Case=Dat|Number=Sing|Person=2|PronType=Prs",
+    "ADJ__Case=Gen|Deixis=Remt|PronType=Dem",
+    "ADJ__Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs",
+    "ADJ__Case=Nom|Number=Plur|Person=2|PronType=Prs",
+    "ADJ__Degree=Abs",
+    "ADJ__Degree=Cmp",
+    "ADJ__Degree=Equ",
+    "ADJ__Degree=Sup",
+    "ADJ__NumType=Card",
+    "ADJ__NumType=Dist",
+    "ADJ__NumType=Ord",
+    "ADJ__Polarity=Neg",
+    "ADJ__PronType=Int",
+    "ADJ__Typo=Yes",
     "ADP",
+    "ADP_ADP",
+    "ADP_CCONJ",
+    "ADP_PART",
+    "ADP_PART__Case=Gen|Deixis=Prox|PronType=Dem",
+    "ADP_PART__Case=Gen|Deixis=Remt|PronType=Dem",
+    "ADP_PRON_PART__Case=Dat,Loc|Number=Sing|Person=2|PronType=Prs",
+    "ADP_PRON__Case=Dat,Loc|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "ADP_PRON__Case=Dat,Loc|Number=Sing|Person=2|PronType=Prs",
+    "ADP_PRON__Case=Dat|Number=Sing|Person=1|PronType=Prs",
+    "ADP_PRON__Case=Loc",
+    "ADP__Aspect=Imp|Mood=Pot|Voice=Act",
+    "ADP__Aspect=Imp|Mood=Pot|Voice=Pass",
+    "ADP__Aspect=Perf|Mood=Ind|Voice=Act",
+    "ADP__Aspect=Perf|Mood=Ind|Voice=Pass",
+    "ADP__Case=Dat",
+    "ADP__Case=Dat|Number=Plur",
+    "ADP__Case=Dat|Number=Sing",
+    "ADP__Case=Dat|Typo=Yes",
+    "ADP__Case=Gen",
+    "ADP__Case=Gen|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "ADP__Case=Gen|Number=Plur",
+    "ADP__Case=Gen|Number=Plur|Person=3|PronType=Prs",
+    "ADP__Case=Gen|Number=Plur|Typo=Yes",
+    "ADP__Case=Gen|Number=Sing",
+    "ADP__Case=Gen|Number=Sing|Typo=Yes",
+    "ADP__Case=Gen|Typo=Yes",
+    "ADP__Case=Loc",
+    "ADP__Case=Loc|Number=Plur|Typo=Yes",
+    "ADP__Case=Loc|Typo=Yes",
+    "ADP__Case=Nom",
+    "ADP__Case=Nom|Number=Plur",
+    "ADP__Case=Nom|Number=Sing",
+    "ADP__Case=Nom|Typo=Yes",
+    "ADP__NumType=Dist",
+    "ADP__Polarity=Neg",
+    "ADP__Typo=Yes",
     "ADV",
+    "ADV_ADP",
+    "ADV_ADP__Case=Gen",
+    "ADV_ADV",
+    "ADV_CCONJ",
+    "ADV_DET",
+    "ADV_DET__Case=Loc|PronType=Int",
+    "ADV_DET__Case=Nom",
+    "ADV_DET__Number=Sing",
     "ADV_PART",
+    "ADV_PART__Aspect=Imp|Mood=Pot|Voice=Pass",
+    "ADV_PART__Aspect=Perf|Mood=Ind|Voice=Pass",
+    "ADV_PART__Case=Dat|Number=Sing|Person=2|PronType=Prs",
+    "ADV_PART__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+    "ADV_PART__Case=Gen",
+    "ADV_PART__Case=Gen|Deixis=Med|PronType=Dem",
+    "ADV_PART__Case=Gen|Deixis=Prox|PronType=Dem",
+    "ADV_PART__Case=Gen|Deixis=Remt|PronType=Dem",
+    "ADV_PART__Case=Gen|Deixis=Remt|PronType=Dem|Typo=Yes",
+    "ADV_PART__Case=Gen|Typo=Yes",
+    "ADV_PART__Case=Loc",
+    "ADV_PART__Case=Loc|PronType=Int",
+    "ADV_PART__Case=Nom|Deixis=Remt|PronType=Dem",
+    "ADV_PART__Case=Nom|Number=Plur|Person=2|PronType=Prs",
+    "ADV_PART__Case=Nom|Number=Sing|Person=3|PronType=Prs",
+    "ADV_PART__Deixis=Med|PronType=Dem",
+    "ADV_PART__Deixis=Prox|PronType=Dem",
+    "ADV_PART__Deixis=Prox|PronType=Dem|Typo=Yes",
+    "ADV_PART__Deixis=Remt|PronType=Dem",
+    "ADV_PART__NumType=Card",
+    "ADV_PART__NumType=Dist",
+    "ADV_PART__NumType=Ord",
+    "ADV_PART__PartType=Int|Polarity=Neg",
+    "ADV_PART__Polarity=Neg",
+    "ADV_PART__PronType=Int",
+    "ADV_PART__Typo=Yes",
+    "ADV_VERB_PART__Aspect=Imp|Mood=Ind|Polarity=Neg|Voice=Pass",
+    "ADV_X",
+    "ADV__Abbr=Yes",
+    "ADV__Abbr=Yes|Polarity=Neg",
+    "ADV__Aspect=Imp|Mood=Ind|Voice=Act",
+    "ADV__Aspect=Imp|Mood=Ind|Voice=Pass",
+    "ADV__Aspect=Imp|Mood=Pot|Voice=Act",
+    "ADV__Aspect=Imp|Mood=Pot|Voice=Lfoc",
+    "ADV__Aspect=Imp|Mood=Pot|Voice=Pass",
+    "ADV__Aspect=Perf|Mood=Ind|Voice=Act",
+    "ADV__Aspect=Perf|Mood=Ind|Voice=Pass",
+    "ADV__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+    "ADV__Case=Gen",
+    "ADV__Case=Gen|Deixis=Prox|PronType=Dem",
+    "ADV__Case=Gen|Deixis=Remt|PronType=Dem",
+    "ADV__Case=Gen|Deixis=Remt|PronType=Dem|Typo=Yes",
+    "ADV__Case=Gen|Number=Sing",
+    "ADV__Case=Gen|Number=Sing|Person=2|PronType=Prs",
+    "ADV__Case=Gen|Typo=Yes",
+    "ADV__Case=Loc",
+    "ADV__Case=Loc|Deixis=Med|PronType=Dem",
+    "ADV__Case=Loc|Deixis=Prox|PronType=Dem",
+    "ADV__Case=Loc|Deixis=Remt|PronType=Dem",
+    "ADV__Case=Loc|PronType=Int",
+    "ADV__Case=Loc|PronType=Int|Typo=Yes",
+    "ADV__Case=Nom|Deixis=Remt|PronType=Dem",
+    "ADV__Case=Nom|PronType=Ind",
+    "ADV__Case=Nom|PronType=Int",
+    "ADV__Degree=Abs",
+    "ADV__Degree=Cmp",
+    "ADV__Degree=Equ",
+    "ADV__Degree=Sup",
+    "ADV__Deixis=Med|PronType=Dem",
+    "ADV__Deixis=Prox|PronType=Dem",
+    "ADV__Deixis=Remt|PronType=Dem",
+    "ADV__NumType=Card",
+    "ADV__NumType=Dist",
+    "ADV__NumType=Ord",
+    "ADV__NumType=Sets",
+    "ADV__Number=Plur",
+    "ADV__PartType=Int",
+    "ADV__Polarity=Neg",
+    "ADV__Polarity=Neg|Typo=Yes",
+    "ADV__PronType=Ind",
+    "ADV__PronType=Int",
+    "ADV__Typo=Yes",
+    "Aspect=Imp|Mood=Ind|Voice=Lfoc",
     "CCONJ",
+    "CCONJ_ADV__Polarity=Neg",
+    "CCONJ_CCONJ",
+    "CCONJ__Case=Loc|Deixis=Prox|PronType=Dem",
+    "CCONJ__PronType=Int",
+    "CCONJ__Typo=Yes",
     "DET",
     "DET_PART",
+    "DET_PART__Case=Gen|Deixis=Prox|PronType=Dem",
+    "DET_PART__Case=Nom|Deixis=Remt|PronType=Dem",
+    "DET__Aspect=Imp|Mood=Pot|Voice=Pass",
+    "DET__Case=Gen|Number=Sing",
+    "DET__Case=Gen|Number=Sing|Typo=Yes",
+    "DET__Case=Gen|Typo=Yes",
+    "DET__Case=Loc|Deixis=Prox|PronType=Dem",
+    "DET__Case=Loc|Deixis=Remt|PronType=Dem",
+    "DET__Case=Nom",
+    "DET__Case=Nom|Number=Plur",
+    "DET__Case=Nom|Number=Plur|Typo=Yes",
+    "DET__Case=Nom|Number=Sing",
+    "DET__Case=Nom|Number=Sing|Typo=Yes",
+    "DET__Case=Nom|Typo=Yes",
+    "DET__NumType=Card",
+    "DET__Number=Plur",
+    "DET__Number=Plur|Typo=Yes",
+    "DET__Typo=Yes",
     "INTJ",
+    "INTJ_PART",
+    "INTJ__NumType=Ord",
+    "INTJ__Polite=Form",
     "NOUN",
+    "NOUN_ADP",
+    "NOUN_CCONJ",
+    "NOUN_CCONJ__Case=Nom|Deixis=Prox|PronType=Dem",
+    "NOUN_CCONJ__NumType=Ord",
+    "NOUN_DET__Case=Nom",
+    "NOUN_NOUN_PART",
     "NOUN_PART",
+    "NOUN_PART__Aspect=Imp|Mood=Pot|Voice=Act",
+    "NOUN_PART__Aspect=Imp|Mood=Pot|Voice=Lfoc",
+    "NOUN_PART__Aspect=Imp|Mood=Pot|Voice=Pass",
+    "NOUN_PART__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+    "NOUN_PART__Case=Gen",
+    "NOUN_PART__Case=Gen|Number=Plur|Person=3|PronType=Prs",
+    "NOUN_PART__Case=Loc",
+    "NOUN_PART__Case=Nom|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "NOUN_PART__Case=Nom|Number=Plur|Person=2|PronType=Prs",
+    "NOUN_PART__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+    "NOUN_PART__Case=Nom|Number=Sing|Person=3|PronType=Prs",
+    "NOUN_PART__Case=Nom|PronType=Ind",
+    "NOUN_PART__Degree=Sup",
+    "NOUN_PART__NumType=Card",
+    "NOUN_PART__NumType=Ord",
+    "NOUN_PART__PronType=Int",
+    "NOUN_PART__Typo=Yes",
+    "NOUN_X",
+    "NOUN__Abbr=Yes",
+    "NOUN__Aspect=Imp|Mood=Ind|Voice=Act",
+    "NOUN__Aspect=Imp|Mood=Ind|Voice=Bfoc",
+    "NOUN__Aspect=Imp|Mood=Ind|Voice=Lfoc",
+    "NOUN__Aspect=Imp|Mood=Ind|Voice=Pass",
+    "NOUN__Aspect=Imp|Mood=Pot|Voice=Act",
+    "NOUN__Aspect=Imp|Mood=Pot|Voice=Bfoc",
+    "NOUN__Aspect=Imp|Mood=Pot|Voice=Cau",
+    "NOUN__Aspect=Imp|Mood=Pot|Voice=Lfoc",
+    "NOUN__Aspect=Imp|Mood=Pot|Voice=Pass",
+    "NOUN__Aspect=Perf|Mood=Ind|Voice=Act",
+    "NOUN__Aspect=Perf|Mood=Ind|Voice=Lfoc",
+    "NOUN__Aspect=Perf|Mood=Ind|Voice=Pass",
+    "NOUN__Aspect=Perf|Mood=Pot|Voice=Act",
+    "NOUN__Aspect=Perf|Mood=Pot|Voice=Pass",
+    "NOUN__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "NOUN__Case=Dat|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "NOUN__Case=Dat|Number=Sing",
+    "NOUN__Case=Dat|Number=Sing|Person=1|PronType=Prs",
+    "NOUN__Case=Dat|Number=Sing|Person=2|PronType=Prs",
+    "NOUN__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+    "NOUN__Case=Gen",
+    "NOUN__Case=Gen|Number=Plur|Person=2|PronType=Prs",
+    "NOUN__Case=Gen|Number=Sing|Person=1|PronType=Prs",
+    "NOUN__Case=Gen|Number=Sing|Person=3|PronType=Prs",
+    "NOUN__Case=Loc",
+    "NOUN__Case=Loc|Deixis=Prox|PronType=Dem",
+    "NOUN__Case=Loc|Deixis=Remt|PronType=Dem",
+    "NOUN__Case=Loc|PronType=Int",
+    "NOUN__Case=Loc|Typo=Yes",
+    "NOUN__Case=Nom|Deixis=Med|PronType=Dem",
+    "NOUN__Case=Nom|Deixis=Prox|PronType=Dem",
+    "NOUN__Case=Nom|Deixis=Remt|PronType=Dem",
+    "NOUN__Case=Nom|Number=Dual|Person=2|PronType=Prs",
+    "NOUN__Case=Nom|Number=Plur|Person=1|PronType=Prs",
+    "NOUN__Case=Nom|Number=Plur|Person=2|PronType=Prs",
+    "NOUN__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+    "NOUN__Case=Nom|Number=Sing|Person=3|PronType=Prs",
+    "NOUN__Case=Nom|PronType=Ind",
+    "NOUN__Deixis=Remt|PronType=Dem",
+    "NOUN__NumType=Card",
+    "NOUN__NumType=Frac",
+    "NOUN__NumType=Ord",
+    "NOUN__NumType=Sets",
+    "NOUN__Number=Plur",
+    "NOUN__Polarity=Neg",
+    "NOUN__PronType=Int",
+    "NOUN__Typo=Yes",
     "NUM",
+    "NUM_CCONJ",
+    "NUM_CCONJ__NumType=Card",
+    "NUM_DET__NumType=Card|Typo=Yes",
+    "NUM_NOUN__NumType=Card",
     "NUM_PART",
+    "NUM_PART__Case=Gen|Deixis=Prox|PronType=Dem",
+    "NUM_PART__Case=Nom|Deixis=Prox|PronType=Dem",
+    "NUM_PART__Case=Nom|Deixis=Remt|PronType=Dem",
+    "NUM_PART__Deixis=Prox|PronType=Dem",
+    "NUM_PART__NumType=Card",
+    "NUM_PART__NumType=Dist",
+    "NUM_PART__NumType=Ord",
+    "NUM_PART__PronType=Int",
+    "NUM_PUNCT_NOUN__NumType=Card",
+    "NUM__Abbr=Yes|NumType=Card",
+    "NUM__Aspect=Imp|Mood=Ind|Voice=Act",
+    "NUM__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "NUM__Deixis=Prox|PronType=Dem",
+    "NUM__NumType=Card",
+    "NUM__NumType=Card|PronType=Int",
+    "NUM__NumType=Dist",
+    "NUM__NumType=Frac",
+    "NUM__NumType=Ord",
+    "NUM__NumType=Sets",
+    "NUM__PronType=Int",
+    "NumType=Ord",
+    "NumType=Ord__NumType=Ord",
     "PART",
+    "PART_CCONJ",
+    "PART_CCONJ__PartType=Int",
+    "PART_DET__PartType=Int",
+    "PART_PART",
+    "PART_PART__PartType=Int",
+    "PART_PART__Polite=Form",
+    "PART__Aspect=Perf|Mood=Ind|Voice=Pass",
+    "PART__Case=Gen",
+    "PART__Case=Gen|Number=Sing",
+    "PART__Case=Gen|Typo=Yes",
+    "PART__Case=Loc",
+    "PART__Case=Nom|Number=Plur",
+    "PART__Case=Nom|Typo=Yes",
+    "PART__PartType=Int",
+    "PART__Polite=Form",
+    "PART__Polite=Form|Typo=Yes",
+    "PART__Typo=Yes",
     "PRON",
+    "PRON_ADP__Case=Dat,Gen|Number=Plur|Person=3|PronType=Prs",
+    "PRON_ADV",
+    "PRON_ADV__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+    "PRON_ADV__Case=Gen|Deixis=Prox|PronType=Dem",
+    "PRON_AUX",
+    "PRON_CCONJ",
+    "PRON_DET__Abbr=Yes|Case=Nom|Number=Sing|Person=3|PronType=Prs",
+    "PRON_DET__Case=Gen,Nom|Number=Sing|Person=3|PronType=Prs",
+    "PRON_DET__Case=Gen|Number=Sing|Person=3|PronType=Prs",
+    "PRON_DET__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+    "PRON_DET__Case=Nom|Number=Sing|Person=3|PronType=Prs",
+    "PRON_DET__Case=Nom|PronType=Int",
+    "PRON_DET__PronType=Int",
     "PRON_PART",
+    "PRON_PART__Aspect=Imp|Mood=Pot|Voice=Pass",
+    "PRON_PART__Aspect=Perf|Mood=Ind|Voice=Act",
+    "PRON_PART__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "PRON_PART__Case=Dat|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "PRON_PART__Case=Dat|Number=Plur|Person=2|PronType=Prs",
+    "PRON_PART__Case=Dat|Number=Plur|Person=3|PronType=Prs",
+    "PRON_PART__Case=Dat|Number=Plur|Person=3|PronType=Prs|Typo=Yes",
+    "PRON_PART__Case=Dat|Number=Sing|Person=1|PronType=Prs",
+    "PRON_PART__Case=Dat|Number=Sing|Person=2|PronType=Prs",
+    "PRON_PART__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+    "PRON_PART__Case=Dat|PronType=Int",
+    "PRON_PART__Case=Gen|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "PRON_PART__Case=Gen|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "PRON_PART__Case=Gen|Deixis=Prox|PronType=Dem",
+    "PRON_PART__Case=Gen|Deixis=Remt|PronType=Dem",
+    "PRON_PART__Case=Gen|Number=Plur|Person=2|PronType=Prs",
+    "PRON_PART__Case=Gen|Number=Plur|Person=3|PronType=Prs",
+    "PRON_PART__Case=Gen|Number=Sing|Person=1|PronType=Prs",
+    "PRON_PART__Case=Gen|Number=Sing|Person=1|PronType=Prs|Typo=Yes",
+    "PRON_PART__Case=Gen|Number=Sing|Person=2|PronType=Prs",
+    "PRON_PART__Case=Gen|Number=Sing|Person=3|PronType=Prs",
+    "PRON_PART__Case=Loc|Deixis=Med|PronType=Dem",
+    "PRON_PART__Case=Loc|Deixis=Prox|PronType=Dem",
+    "PRON_PART__Case=Loc|PronType=Int",
+    "PRON_PART__Case=Nom|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "PRON_PART__Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs",
+    "PRON_PART__Case=Nom|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "PRON_PART__Case=Nom|Deixis=Med|PronType=Dem",
+    "PRON_PART__Case=Nom|Deixis=Prox|PronType=Dem",
+    "PRON_PART__Case=Nom|Deixis=Remt|PronType=Dem",
+    "PRON_PART__Case=Nom|Deixis=Remt|PronType=Dem|Typo=Yes",
+    "PRON_PART__Case=Nom|Number=Plur|Person=2|PronType=Prs",
+    "PRON_PART__Case=Nom|Number=Plur|Person=3|PronType=Prs",
+    "PRON_PART__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+    "PRON_PART__Case=Nom|Number=Sing|Person=2|PronType=Prs",
+    "PRON_PART__Case=Nom|Number=Sing|Person=3|PronType=Prs",
+    "PRON_PART__Case=Nom|PronType=Ind",
+    "PRON_PART__Case=Nom|PronType=Int",
+    "PRON_PART__Deixis=Prox|PronType=Dem",
+    "PRON_PART__Person=1",
+    "PRON_PART__PronType=Int",
+    "PRON_VERB",
+    "PRON_X__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+    "PRON__Abbr=Yes|Case=Gen|Number=Plur|Person=2|PronType=Prs",
+    "PRON__Abbr=Yes|Case=Nom|PronType=Int",
+    "PRON__Aspect=Imp|Mood=Ind|Voice=Pass",
+    "PRON__Aspect=Imp|Mood=Pot|Voice=Act",
+    "PRON__Aspect=Imp|Mood=Pot|Voice=Pass",
+    "PRON__Aspect=Perf|Mood=Ind|Voice=Act",
+    "PRON__Aspect=Perf|Mood=Ind|Voice=Pass",
+    "PRON__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "PRON__Case=Dat|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "PRON__Case=Dat|Number=Plur|Person=2|PronType=Prs",
+    "PRON__Case=Dat|Number=Plur|Person=3|PronType=Prs",
+    "PRON__Case=Dat|Number=Sing|Person=1|PronType=Prs",
+    "PRON__Case=Dat|Number=Sing|Person=2|PronType=Prs",
+    "PRON__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+    "PRON__Case=Dat|PronType=Int",
+    "PRON__Case=Gen|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "PRON__Case=Gen|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "PRON__Case=Gen|Deixis=Med|PronType=Dem",
+    "PRON__Case=Gen|Deixis=Prox|PronType=Dem",
+    "PRON__Case=Gen|Deixis=Prox|PronType=Dem|Typo=Yes",
+    "PRON__Case=Gen|Deixis=Remt|PronType=Dem",
+    "PRON__Case=Gen|Number=Plur",
+    "PRON__Case=Gen|Number=Plur|Person=2|PronType=Prs",
+    "PRON__Case=Gen|Number=Plur|Person=2|PronType=Prs|Typo=Yes",
+    "PRON__Case=Gen|Number=Plur|Person=3|PronType=Prs",
+    "PRON__Case=Gen|Number=Plur|Person=3|PronType=Prs|Typo=Yes",
+    "PRON__Case=Gen|Number=Sing|Person=1|PronType=Prs",
+    "PRON__Case=Gen|Number=Sing|Person=1|PronType=Prs|Typo=Yes",
+    "PRON__Case=Gen|Number=Sing|Person=2|PronType=Prs",
+    "PRON__Case=Gen|Number=Sing|Person=3|PronType=Prs",
+    "PRON__Case=Gen|Number=Sing|Person=3|PronType=Prs|Typo=Yes",
+    "PRON__Case=Gen|PronType=Ind",
+    "PRON__Case=Loc|Deixis=Med|PronType=Dem",
+    "PRON__Case=Loc|Deixis=Med|PronType=Dem|Typo=Yes",
+    "PRON__Case=Loc|Deixis=Prox|PronType=Dem",
+    "PRON__Case=Loc|Deixis=Remt|PronType=Dem",
+    "PRON__Case=Loc|PronType=Int",
+    "PRON__Case=Nom|Clusivity=Ex|Number=Dual|Person=1|PronType=Prs",
+    "PRON__Case=Nom|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "PRON__Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs",
+    "PRON__Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs|Typo=Yes",
+    "PRON__Case=Nom|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "PRON__Case=Nom|Deixis=Med|PronType=Dem",
+    "PRON__Case=Nom|Deixis=Prox|PronType=Dem",
+    "PRON__Case=Nom|Deixis=Remt|PronType=Dem",
+    "PRON__Case=Nom|Deixis=Remt|PronType=Dem|Typo=Yes",
+    "PRON__Case=Nom|Number=Dual|Person=2|PronType=Prs",
+    "PRON__Case=Nom|Number=Plur|Person=1|PronType=Prs",
+    "PRON__Case=Nom|Number=Plur|Person=2|PronType=Prs",
+    "PRON__Case=Nom|Number=Plur|Person=2|PronType=Prs|Typo=Yes",
+    "PRON__Case=Nom|Number=Plur|Person=3|PronType=Prs",
+    "PRON__Case=Nom|Number=Plur|Person=3|PronType=Prs|Typo=Yes",
+    "PRON__Case=Nom|Number=Sing",
+    "PRON__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+    "PRON__Case=Nom|Number=Sing|Person=1|PronType=Prs|Typo=Yes",
+    "PRON__Case=Nom|Number=Sing|Person=2|PronType=Prs",
+    "PRON__Case=Nom|Number=Sing|Person=3|PronType=Prs",
+    "PRON__Case=Nom|Number=Sing|Person=3|PronType=Prs|Typo=Yes",
+    "PRON__Case=Nom|PronType=Ind",
+    "PRON__Case=Nom|PronType=Ind|Typo=Yes",
+    "PRON__Case=Nom|PronType=Int",
+    "PRON__Deixis=Med|PronType=Dem",
+    "PRON__Deixis=Prox|PronType=Dem",
+    "PRON__Deixis=Remt|PronType=Dem",
+    "PRON__NumType=Card",
+    "PRON__Number=Plur|PronType=Ind",
+    "PRON__Number=Plur|PronType=Int",
+    "PRON__PronType=Dem",
+    "PRON__PronType=Ind",
+    "PRON__PronType=Int",
+    "PRON__PronType=Int|Typo=Yes",
+    "PRON__PronType=Tot",
+    "PRON__Typo=Yes",
     "PROPN",
+    "PROPN_ADP",
+    "PROPN_DET__Case=Nom|PronType=Int",
+    "PROPN_PART",
+    "PROPN_PART__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+    "PROPN_PART__Case=Nom|Deixis=Remt|PronType=Dem",
+    "PROPN_PART__NumType=Ord",
+    "PROPN_PROPN",
+    "PROPN_PROPN__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+    "PROPN_X",
+    "PROPN_X__Aspect=Perf|Mood=Ind|Voice=Pass",
+    "PROPN__Abbr=Yes",
+    "PROPN__Aspect=Imp|Mood=Ind|Voice=Act",
+    "PROPN__Aspect=Imp|Mood=Ind|Voice=Pass",
+    "PROPN__Aspect=Imp|Mood=Pot|Voice=Act",
+    "PROPN__Aspect=Imp|Mood=Pot|Voice=Lfoc",
+    "PROPN__Aspect=Imp|Mood=Pot|Voice=Pass",
+    "PROPN__Aspect=Perf|Mood=Ind|Voice=Pass",
+    "PROPN__Case=Dat|Number=Sing|Person=3|PronType=Prs",
+    "PROPN__Case=Gen",
+    "PROPN__Case=Gen|Number=Plur|Person=2|PronType=Prs",
+    "PROPN__Case=Gen|Number=Sing",
+    "PROPN__Case=Gen|Number=Sing|Person=2|PronType=Prs",
+    "PROPN__Case=Gen|Number=Sing|Person=3|PronType=Prs",
+    "PROPN__Case=Loc",
+    "PROPN__Case=Loc|Deixis=Prox|PronType=Dem",
+    "PROPN__Case=Loc|Deixis=Remt|PronType=Dem",
+    "PROPN__Case=Nom",
+    "PROPN__Case=Nom|Deixis=Med|PronType=Dem",
+    "PROPN__Case=Nom|Deixis=Prox|PronType=Dem",
+    "PROPN__Case=Nom|Deixis=Remt|PronType=Dem",
+    "PROPN__Case=Nom|Number=Plur|Person=1|PronType=Prs",
+    "PROPN__Case=Nom|Number=Plur|Person=3|PronType=Prs",
+    "PROPN__Case=Nom|Number=Sing|Person=1|PronType=Prs",
+    "PROPN__Case=Nom|Number=Sing|Person=2|PronType=Prs",
+    "PROPN__Case=Nom|Number=Sing|Person=3|PronType=Prs",
+    "PROPN__Case=Nom|PronType=Ind",
+    "PROPN__Degree=Sup",
+    "PROPN__Deixis=Prox|PronType=Dem",
+    "PROPN__Deixis=Remt|PronType=Dem",
+    "PROPN__NumType=Card",
+    "PROPN__NumType=Ord",
+    "PROPN__Number=Plur",
+    "PROPN__PartType=Int",
+    "PROPN__Polarity=Neg",
+    "PROPN__PronType=Int",
+    "PROPN__Typo=Yes",
     "PUNCT",
+    "PUNCT__Case=Loc",
     "SCONJ",
+    "SCONJ_ADP",
+    "SCONJ_ADV",
+    "SCONJ_ADV__Aspect=Imp|Case=Loc|Mood=Pot|PronType=Int|Voice=Pass",
+    "SCONJ_ADV__Polarity=Neg",
+    "SCONJ_ADV__Typo=Yes",
+    "SCONJ_CCONJ",
+    "SCONJ_CCONJ__Degree=Abs",
+    "SCONJ_PART",
+    "SCONJ_PART__Case=Gen|Deixis=Remt|PronType=Dem",
+    "SCONJ_PART__Case=Loc|PronType=Int",
+    "SCONJ_PART__Deixis=Remt|PronType=Dem",
+    "SCONJ__Aspect=Imp|Mood=Ind|Voice=Act",
+    "SCONJ__Aspect=Imp|Mood=Pot|Voice=Act",
+    "SCONJ__Aspect=Imp|Mood=Pot|Voice=Pass",
+    "SCONJ__Aspect=Perf|Mood=Ind|Voice=Pass",
+    "SCONJ__Case=Gen",
+    "SCONJ__Case=Gen|Deixis=Remt|PronType=Dem",
+    "SCONJ__Case=Gen|Typo=Yes",
+    "SCONJ__Case=Loc|Deixis=Prox|PronType=Dem",
+    "SCONJ__Case=Loc|PronType=Int",
+    "SCONJ__Case=Nom",
+    "SCONJ__Degree=Abs",
+    "SCONJ__PronType=Int",
+    "SCONJ__Typo=Yes",
+    "SYM",
     "VERB",
+    "VERB_ADP__Aspect=Perf|Case=Gen|Mood=Ind|Typo=Yes|Voice=Cau",
+    "VERB_ADP__Aspect=Perf|Case=Gen|Mood=Ind|Voice=Pass",
+    "VERB_ADP__Case=Gen",
+    "VERB_ADV__Aspect=Perf|Mood=Ind|Voice=Act",
+    "VERB_ADV__Aspect=Perf|Mood=Ind|Voice=Pass",
+    "VERB_CCONJ",
+    "VERB_CCONJ__Aspect=Imp|Mood=Pot|Voice=Act",
+    "VERB_DET",
+    "VERB_DET__Case=Nom",
+    "VERB_DET__Polarity=Neg",
+    "VERB_PART",
+    "VERB_PART_NOUN",
+    "VERB_PART_NOUN__Aspect=Imp|Mood=Ind|Voice=Cau",
+    "VERB_PART_VERB",
+    "VERB_PART_VERB__Polarity=Neg",
+    "VERB_PART__Aspect=Imp|Mood=Ind|Typo=Yes|Voice=Act",
+    "VERB_PART__Aspect=Imp|Mood=Ind|Voice=Act",
+    "VERB_PART__Aspect=Imp|Mood=Ind|Voice=Bfoc",
+    "VERB_PART__Aspect=Imp|Mood=Ind|Voice=Cau",
+    "VERB_PART__Aspect=Imp|Mood=Ind|Voice=Lfoc",
+    "VERB_PART__Aspect=Imp|Mood=Ind|Voice=Pass",
+    "VERB_PART__Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Lfoc",
+    "VERB_PART__Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Pass",
+    "VERB_PART__Aspect=Imp|Mood=Pot|Voice=Act",
+    "VERB_PART__Aspect=Imp|Mood=Pot|Voice=Cau",
+    "VERB_PART__Aspect=Imp|Mood=Pot|Voice=Lfoc",
+    "VERB_PART__Aspect=Imp|Mood=Pot|Voice=Pass",
+    "VERB_PART__Aspect=Perf|Mood=Ind|Voice=Act",
+    "VERB_PART__Aspect=Perf|Mood=Ind|Voice=Bfoc",
+    "VERB_PART__Aspect=Perf|Mood=Ind|Voice=Cau",
+    "VERB_PART__Aspect=Perf|Mood=Ind|Voice=Lfoc",
+    "VERB_PART__Aspect=Perf|Mood=Ind|Voice=Pass",
+    "VERB_PART__Aspect=Perf|Mood=Pot|Voice=Act",
+    "VERB_PART__Aspect=Perf|Mood=Pot|Voice=Pass",
+    "VERB_PART__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "VERB_PART__Case=Nom|Deixis=Prox|PronType=Dem",
+    "VERB_PART__Degree=Sup",
+    "VERB_PART__Polarity=Neg",
+    "VERB_PART__Typo=Yes",
+    "VERB_PRON",
+    "VERB_PRON__Case=Gen|Number=Sing|Person=1|PronType=Prs",
+    "VERB_X",
+    "VERB_X__Aspect=Imp|Mood=Ind|Voice=Pass",
+    "VERB_X__Aspect=Imp|Mood=Pot|Voice=Act",
+    "VERB_X__Aspect=Imp|Mood=Pot|Voice=Pass",
+    "VERB_X__Aspect=Perf|Mood=Ind|Voice=Act",
+    "VERB_X__Aspect=Perf|Mood=Ind|Voice=Pass",
+    "VERB_X__Typo=Yes",
+    "VERB__Aspect=Imp|Mood=Ind|Number=Plur|Voice=Act",
+    "VERB__Aspect=Imp|Mood=Ind|Typo=Yes|Voice=Lfoc",
+    "VERB__Aspect=Imp|Mood=Ind|Typo=Yes|Voice=Pass",
+    "VERB__Aspect=Imp|Mood=Ind|Voice=Act",
+    "VERB__Aspect=Imp|Mood=Ind|Voice=Bfoc",
+    "VERB__Aspect=Imp|Mood=Ind|Voice=Cau",
+    "VERB__Aspect=Imp|Mood=Ind|Voice=Lfoc",
+    "VERB__Aspect=Imp|Mood=Ind|Voice=Pass",
+    "VERB__Aspect=Imp|Mood=Pot",
+    "VERB__Aspect=Imp|Mood=Pot|Number=Plur|Voice=Pass",
+    "VERB__Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Act",
+    "VERB__Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Lfoc",
+    "VERB__Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Pass",
+    "VERB__Aspect=Imp|Mood=Pot|Voice=Act",
+    "VERB__Aspect=Imp|Mood=Pot|Voice=Bfoc",
+    "VERB__Aspect=Imp|Mood=Pot|Voice=Cau",
+    "VERB__Aspect=Imp|Mood=Pot|Voice=Lfoc",
+    "VERB__Aspect=Imp|Mood=Pot|Voice=Pass",
+    "VERB__Aspect=Perf|Mood=Ind",
+    "VERB__Aspect=Perf|Mood=Ind|NumType=Ord|Voice=Act",
+    "VERB__Aspect=Perf|Mood=Ind|Number=Plur|Voice=Act",
+    "VERB__Aspect=Perf|Mood=Ind|Typo=Yes|Voice=Act",
+    "VERB__Aspect=Perf|Mood=Ind|Typo=Yes|Voice=Bfoc",
+    "VERB__Aspect=Perf|Mood=Ind|Typo=Yes|Voice=Pass",
+    "VERB__Aspect=Perf|Mood=Ind|Voice=Act",
+    "VERB__Aspect=Perf|Mood=Ind|Voice=Bfoc",
+    "VERB__Aspect=Perf|Mood=Ind|Voice=Cau",
+    "VERB__Aspect=Perf|Mood=Ind|Voice=Lfoc",
+    "VERB__Aspect=Perf|Mood=Ind|Voice=Pass",
+    "VERB__Aspect=Perf|Mood=Pot|Typo=Yes|Voice=Pass",
+    "VERB__Aspect=Perf|Mood=Pot|Voice=Act",
+    "VERB__Aspect=Perf|Mood=Pot|Voice=Bfoc",
+    "VERB__Aspect=Perf|Mood=Pot|Voice=Cau",
+    "VERB__Aspect=Perf|Mood=Pot|Voice=Lfoc",
+    "VERB__Aspect=Perf|Mood=Pot|Voice=Pass",
+    "VERB__Case=Gen|Number=Sing",
+    "VERB__Case=Loc",
+    "VERB__Case=Loc|Deixis=Remt|PronType=Dem",
+    "VERB__Case=Loc|PronType=Int",
+    "VERB__Case=Nom|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
+    "VERB__Case=Nom|Deixis=Med|PronType=Dem",
+    "VERB__Case=Nom|Deixis=Prox|PronType=Dem",
+    "VERB__Case=Nom|Number=Sing|Person=2|PronType=Prs",
+    "VERB__Degree=Abs",
+    "VERB__Degree=Cmp",
+    "VERB__Degree=Sup",
+    "VERB__Deixis=Med|PronType=Dem",
+    "VERB__Deixis=Prox|PronType=Dem",
+    "VERB__Deixis=Remt|PronType=Dem",
+    "VERB__NumType=Card",
+    "VERB__NumType=Ord",
+    "VERB__Number=Plur",
+    "VERB__Polarity=Neg",
+    "VERB__Polarity=Neg|Typo=Yes",
+    "VERB__PronType=Int",
+    "VERB__Typo=Yes",
+    "X",
+    "X__Aspect=Perf|Mood=Ind",
+    "X__Aspect=Perf|Mood=Ind|Voice=Act",
+    "fixed__Case=Loc",
+    "nsubj_PART__Case=Nom|Number=Sing|Person=3|PronType=Prs"
   ],
   "neg_prefix":"!",
   "overwrite":false

tagger/model CHANGED Viewed

Binary files a/tagger/model and b/tagger/model differ

tl_calamancy_md-any-py3-none-any.whl ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:ed8e18e09b7ac2664d97b05d0b66e638e4be20f2f2a96efea8a58693278d6b29
+size 213643623

tok2vec/model CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8963680588aadc644ce680435c6fc37734af6d802782c7d2993b1f7ff9647692
-size 6585092

 version https://git-lfs.github.com/spec/v1
+oid sha256:f2dd533445d5a7f76f2aa76a410fdbcf16c134ffd69bd5467334b8a8f1b18192
+size 34331606

trainable_lemmatizer/cfg ADDED Viewed

	@@ -0,0 +1,1639 @@

+{
+  "labels":[
+    0,
+    1,
+    4,
+    7,
+    9,
+    11,
+    13,
+    15,
+    19,
+    21,
+    22,
+    24,
+    27,
+    29,
+    34,
+    36,
+    39,
+    41,
+    12,
+    43,
+    45,
+    47,
+    49,
+    51,
+    55,
+    57,
+    60,
+    62,
+    65,
+    67,
+    69,
+    71,
+    73,
+    75,
+    77,
+    79,
+    81,
+    83,
+    85,
+    87,
+    88,
+    90,
+    92,
+    94,
+    96,
+    97,
+    99,
+    101,
+    104,
+    106,
+    107,
+    109,
+    111,
+    113,
+    116,
+    118,
+    120,
+    123,
+    125,
+    127,
+    129,
+    130,
+    132,
+    134,
+    138,
+    140,
+    142,
+    144,
+    146,
+    150,
+    152,
+    154,
+    155,
+    158,
+    160,
+    162,
+    164,
+    166,
+    169,
+    170,
+    174,
+    176,
+    178,
+    180,
+    182,
+    184,
+    186,
+    188,
+    190,
+    191,
+    192,
+    194,
+    196,
+    197,
+    200,
+    202,
+    204,
+    205,
+    207,
+    210,
+    212,
+    214,
+    215,
+    217,
+    218,
+    220,
+    222,
+    224,
+    226,
+    228,
+    230,
+    232,
+    234,
+    235,
+    237,
+    239,
+    242,
+    244,
+    246,
+    248,
+    250,
+    252,
+    253,
+    254,
+    256,
+    258,
+    259,
+    261,
+    263,
+    264,
+    266,
+    268,
+    270,
+    272,
+    274,
+    275,
+    277,
+    279,
+    281,
+    283,
+    285,
+    286,
+    287,
+    289,
+    290,
+    291,
+    294,
+    295,
+    297,
+    299,
+    301,
+    302,
+    304,
+    306,
+    308,
+    310,
+    311,
+    312,
+    314,
+    316,
+    317,
+    319,
+    321,
+    323,
+    325,
+    328,
+    329,
+    331,
+    333,
+    335,
+    336,
+    338,
+    340,
+    341,
+    343,
+    345,
+    347,
+    348,
+    349,
+    351,
+    352,
+    354,
+    356,
+    358,
+    360,
+    361,
+    362,
+    364,
+    366,
+    368,
+    370,
+    372,
+    373,
+    374,
+    376,
+    378,
+    379,
+    381,
+    383,
+    385,
+    387,
+    389,
+    392,
+    394,
+    396,
+    399,
+    400,
+    402,
+    405,
+    406,
+    408,
+    410,
+    411,
+    413,
+    415,
+    416,
+    418,
+    420,
+    422,
+    424,
+    426,
+    427,
+    428,
+    430,
+    432,
+    434,
+    437,
+    438,
+    440,
+    441,
+    443,
+    445,
+    447,
+    449,
+    452,
+    453,
+    455,
+    456,
+    459,
+    460,
+    462,
+    464,
+    98,
+    466,
+    468,
+    469,
+    470,
+    472,
+    474,
+    476,
+    478,
+    479,
+    481,
+    483,
+    485,
+    487,
+    489,
+    491,
+    493,
+    496,
+    498,
+    501,
+    502,
+    504,
+    505,
+    507,
+    509,
+    511,
+    512,
+    514,
+    515,
+    518,
+    520,
+    521,
+    523,
+    525,
+    527,
+    528,
+    529,
+    532,
+    534,
+    538,
+    539,
+    540,
+    543,
+    545,
+    547,
+    549,
+    550,
+    552,
+    554,
+    556,
+    557,
+    559,
+    562,
+    564,
+    565,
+    567,
+    568,
+    569,
+    570,
+    572,
+    575,
+    577,
+    579,
+    581,
+    583,
+    584,
+    586,
+    588,
+    590,
+    592,
+    594,
+    596,
+    598,
+    600,
+    602,
+    604,
+    605,
+    607,
+    608,
+    609,
+    611,
+    613,
+    614,
+    616,
+    618,
+    619,
+    621,
+    622,
+    623,
+    625,
+    628,
+    631,
+    633,
+    635,
+    636,
+    638,
+    640,
+    642,
+    644,
+    646,
+    648,
+    649,
+    651,
+    653,
+    656,
+    658,
+    660,
+    661,
+    662,
+    664,
+    666,
+    668,
+    670,
+    671,
+    672,
+    674,
+    676,
+    678,
+    680,
+    681,
+    683,
+    687,
+    689,
+    691,
+    692,
+    694,
+    696,
+    697,
+    698,
+    700,
+    701,
+    703,
+    704,
+    706,
+    708,
+    710,
+    712,
+    714,
+    716,
+    719,
+    721,
+    722,
+    724,
+    726,
+    728,
+    730,
+    732,
+    734,
+    737,
+    739,
+    740,
+    742,
+    743,
+    744,
+    746,
+    747,
+    748,
+    750,
+    751,
+    753,
+    755,
+    757,
+    759,
+    761,
+    762,
+    763,
+    765,
+    766,
+    767,
+    769,
+    771,
+    772,
+    774,
+    776,
+    777,
+    778,
+    781,
+    783,
+    785,
+    787,
+    789,
+    790,
+    792,
+    794,
+    796,
+    798,
+    800,
+    801,
+    803,
+    805,
+    807,
+    808,
+    811,
+    813,
+    815,
+    817,
+    818,
+    821,
+    822,
+    824,
+    825,
+    827,
+    829,
+    832,
+    833,
+    835,
+    837,
+    838,
+    840,
+    841,
+    842,
+    843,
+    845,
+    847,
+    849,
+    851,
+    853,
+    855,
+    856,
+    858,
+    860,
+    861,
+    863,
+    865,
+    866,
+    867,
+    869,
+    872,
+    874,
+    876,
+    168,
+    877,
+    879,
+    881,
+    883,
+    884,
+    887,
+    889,
+    893,
+    894,
+    896,
+    898,
+    900,
+    902,
+    904,
+    906,
+    908,
+    910,
+    911,
+    913,
+    915,
+    917,
+    919,
+    921,
+    923,
+    925,
+    926,
+    927,
+    929,
+    931,
+    933,
+    934,
+    936,
+    938,
+    939,
+    941,
+    942,
+    944,
+    946,
+    948,
+    949,
+    950,
+    952,
+    953,
+    955,
+    956,
+    958,
+    960,
+    962,
+    964,
+    966,
+    968,
+    970,
+    972,
+    975,
+    976,
+    978,
+    980,
+    982,
+    984,
+    986,
+    988,
+    989,
+    990,
+    993,
+    994,
+    995,
+    997,
+    998,
+    1000,
+    1001,
+    1003,
+    1004,
+    1006,
+    1009,
+    1010,
+    1012,
+    1014,
+    1016,
+    1018,
+    1019,
+    1021,
+    1022,
+    1024,
+    1026,
+    1027,
+    1030,
+    1032,
+    1034,
+    1036,
+    1038,
+    1040,
+    1042,
+    1044,
+    1045,
+    1046,
+    1048,
+    1049,
+    1050,
+    1052,
+    1053,
+    1055,
+    1057,
+    1059,
+    1061,
+    1063,
+    1065,
+    1067,
+    1069,
+    1070,
+    1072,
+    1073,
+    1075,
+    1077,
+    1078,
+    1081,
+    1083,
+    1084,
+    1087,
+    1089,
+    1091,
+    1092,
+    1094,
+    1096,
+    1098,
+    1099,
+    1101,
+    1103,
+    1106,
+    1107,
+    1109,
+    1111,
+    1113,
+    1114,
+    1115,
+    1118,
+    1120,
+    1122,
+    1124,
+    1125,
+    1127,
+    1129,
+    1131,
+    1133,
+    1135,
+    1137,
+    1139,
+    1140,
+    1141,
+    1142,
+    1144,
+    1146,
+    1148,
+    1150,
+    1152,
+    1154,
+    1156,
+    1157,
+    1159,
+    1160,
+    1162,
+    1164,
+    1166,
+    1168,
+    1169,
+    1170,
+    1172,
+    1173,
+    1175,
+    1177,
+    1178,
+    1179,
+    1181,
+    1183,
+    1185,
+    1187,
+    1188,
+    1190,
+    1192,
+    1194,
+    1196,
+    1197,
+    1198,
+    1199,
+    1200,
+    1201,
+    1203,
+    1204,
+    1206,
+    1208,
+    1209,
+    1210,
+    1211,
+    1213,
+    1214,
+    1216,
+    1218,
+    1220,
+    1221,
+    1223,
+    1224,
+    1227,
+    1228,
+    1230,
+    1232,
+    1234,
+    1236,
+    1241,
+    1242,
+    1245,
+    1248,
+    1250,
+    1251,
+    1253,
+    1255,
+    1257,
+    1258,
+    1259,
+    1261,
+    1263,
+    1265,
+    1267,
+    1269,
+    1272,
+    1274,
+    1275,
+    1276,
+    1278,
+    1279,
+    1280,
+    1282,
+    1283,
+    1285,
+    1286,
+    1288,
+    1290,
+    1291,
+    1293,
+    1294,
+    1296,
+    1298,
+    1300,
+    1302,
+    1304,
+    1306,
+    1308,
+    1310,
+    1312,
+    1313,
+    1315,
+    1316,
+    1318,
+    1320,
+    1322,
+    1324,
+    1326,
+    1328,
+    1330,
+    1331,
+    1333,
+    1335,
+    1336,
+    1337,
+    1339,
+    1341,
+    1342,
+    1344,
+    1345,
+    1347,
+    1348,
+    1349,
+    1351,
+    1354,
+    1356,
+    1357,
+    1359,
+    1360,
+    1362,
+    1364,
+    1366,
+    1368,
+    1370,
+    1372,
+    1373,
+    1374,
+    1377,
+    1379,
+    1381,
+    1383,
+    1385,
+    1387,
+    1389,
+    1391,
+    1393,
+    1395,
+    1396,
+    1397,
+    1399,
+    1402,
+    1404,
+    1405,
+    1407,
+    1409,
+    1410,
+    1412,
+    1413,
+    1415,
+    1416,
+    1419,
+    1422,
+    1424,
+    1426,
+    1427,
+    1429,
+    1431,
+    1432,
+    1436,
+    1437,
+    1439,
+    1440,
+    1441,
+    1443,
+    1445,
+    1447,
+    1448,
+    1449,
+    1450,
+    1452,
+    1454,
+    1456,
+    1458,
+    1460,
+    1461,
+    1463,
+    1465,
+    1467,
+    1469,
+    1471,
+    1472,
+    1474,
+    1477,
+    1478,
+    1479,
+    1481,
+    1483,
+    1485,
+    1487,
+    1489,
+    1490,
+    1491,
+    1494,
+    1496,
+    1497,
+    1499,
+    1500,
+    1501,
+    1503,
+    1504,
+    1506,
+    1508,
+    1509,
+    1511,
+    1512,
+    1513,
+    1514,
+    1515,
+    1517,
+    1520,
+    1521,
+    1329,
+    1523,
+    1525,
+    1527,
+    1529,
+    1531,
+    1533,
+    1535,
+    1536,
+    1538,
+    1540,
+    1542,
+    1544,
+    1545,
+    1547,
+    1549,
+    1550,
+    1552,
+    1554,
+    1556,
+    1559,
+    1561,
+    1563,
+    1565,
+    1566,
+    1568,
+    1570,
+    1572,
+    1573,
+    1574,
+    1576,
+    1578,
+    1580,
+    1582,
+    1584,
+    1585,
+    1587,
+    1589,
+    1591,
+    419,
+    1592,
+    1594,
+    1596,
+    1598,
+    1600,
+    1601,
+    1603,
+    1604,
+    1606,
+    1607,
+    1608,
+    1610,
+    1612,
+    1613,
+    1614,
+    1615,
+    1617,
+    1618,
+    1619,
+    1622,
+    1624,
+    1626,
+    1629,
+    1631,
+    1633,
+    1635,
+    1637,
+    1639,
+    1640,
+    1641,
+    1642,
+    1644,
+    1646,
+    1647,
+    1648,
+    1650,
+    1651,
+    1653,
+    1655,
+    1656,
+    1657,
+    1658,
+    1660,
+    1662,
+    1664,
+    1666,
+    1668,
+    1669,
+    1671,
+    1672,
+    1674,
+    1676,
+    1678,
+    1679,
+    1681,
+    1683,
+    1685,
+    1687,
+    1689,
+    1691,
+    1692,
+    1693,
+    1694,
+    1697,
+    1699,
+    1701,
+    1702,
+    1704,
+    1706,
+    1708,
+    1709,
+    1713,
+    1715,
+    1716,
+    1717,
+    1718,
+    1719,
+    1721,
+    1723,
+    1724,
+    1725,
+    1727,
+    1728,
+    1730,
+    1732,
+    1734,
+    1736,
+    1738,
+    1739,
+    1741,
+    1742,
+    1744,
+    1746,
+    1748,
+    1750,
+    1751,
+    1753,
+    1754,
+    1756,
+    1758,
+    1761,
+    1763,
+    1765,
+    1767,
+    1769,
+    1771,
+    1772,
+    1774,
+    1778,
+    1781,
+    1782,
+    1783,
+    1785,
+    1786,
+    1788,
+    1790,
+    1791,
+    1793,
+    1795,
+    1797,
+    1800,
+    1801,
+    1803,
+    1807,
+    1809,
+    1810,
+    1812,
+    1813,
+    1814,
+    1815,
+    1817,
+    1818,
+    1820,
+    1822,
+    1825,
+    1827,
+    1829,
+    1831,
+    1833,
+    1835,
+    1836,
+    1837,
+    1838,
+    1840,
+    1841,
+    1843,
+    1844,
+    1845,
+    1847,
+    1849,
+    1851,
+    1853,
+    1854,
+    1856,
+    1858,
+    1859,
+    1861,
+    1863,
+    1865,
+    1866,
+    1868,
+    1870,
+    1871,
+    1872,
+    1874,
+    1876,
+    1877,
+    1879,
+    1880,
+    1881,
+    1883,
+    1885,
+    1888,
+    1889,
+    1890,
+    1892,
+    1894,
+    1896,
+    1897,
+    1898,
+    1900,
+    1901,
+    1903,
+    1904,
+    1906,
+    1907,
+    1909,
+    1911,
+    1914,
+    1916,
+    1917,
+    1918,
+    1919,
+    1921,
+    1922,
+    1924,
+    1927,
+    1929,
+    1932,
+    1933,
+    1934,
+    1936,
+    1937,
+    1939,
+    1942,
+    1943,
+    1945,
+    1946,
+    1948,
+    1950,
+    1951,
+    1953,
+    1955,
+    1956,
+    1958,
+    1959,
+    1961,
+    1963,
+    1965,
+    1967,
+    1968,
+    1970,
+    1971,
+    1972,
+    1973,
+    1974,
+    1976,
+    1977,
+    1979,
+    1981,
+    1983,
+    1985,
+    1988,
+    1990,
+    1992,
+    1994,
+    1995,
+    1997,
+    1999,
+    2001,
+    2002,
+    2004,
+    2008,
+    2009,
+    2012,
+    2014,
+    2015,
+    2016,
+    2018,
+    2021,
+    2022,
+    2024,
+    2026,
+    2028,
+    2030,
+    2031,
+    2032,
+    2034,
+    2035,
+    2036,
+    2038,
+    2040,
+    2041,
+    2042,
+    2043,
+    2045,
+    2047,
+    2048,
+    2050,
+    2052,
+    2054,
+    2055,
+    2057,
+    2058,
+    2060,
+    2062,
+    2064,
+    2066,
+    2067,
+    2068,
+    2070,
+    2071,
+    2073,
+    2075,
+    2076,
+    2078,
+    2080,
+    2081,
+    2083,
+    2085,
+    2087,
+    2089,
+    2091,
+    2092,
+    2093,
+    2094,
+    2095,
+    2096,
+    2097,
+    2099,
+    2101,
+    2103,
+    2105,
+    2106,
+    2108,
+    2109,
+    2110,
+    2111,
+    2113,
+    2114,
+    2115,
+    2116,
+    2118,
+    2119,
+    2121,
+    2123,
+    2125,
+    2127,
+    2128,
+    2130,
+    2131,
+    2132,
+    2134,
+    2135,
+    1376,
+    2136,
+    2138,
+    2140,
+    2142,
+    2144,
+    2146,
+    2147,
+    2148,
+    2150,
+    2151,
+    2152,
+    2153,
+    2155,
+    2156,
+    2158,
+    2160,
+    2161,
+    2162,
+    2164,
+    2166,
+    2168,
+    2170,
+    2171,
+    2173,
+    2174,
+    2175,
+    2176,
+    2178,
+    2180,
+    2182,
+    2184,
+    2186,
+    2188,
+    2190,
+    2191,
+    2193,
+    2194,
+    2196,
+    2197,
+    2199,
+    2200,
+    2202,
+    2203,
+    2204,
+    2205,
+    2207,
+    2209,
+    2211,
+    2213,
+    2214,
+    2215,
+    2217,
+    2219,
+    2221,
+    2223,
+    2224,
+    2225,
+    2227,
+    2228,
+    2229,
+    2231,
+    2232,
+    2234,
+    2236,
+    2239,
+    2240,
+    2242,
+    2243,
+    2244,
+    2245,
+    2247,
+    2248,
+    2249,
+    2251,
+    2253,
+    2256,
+    2258,
+    2259,
+    2260,
+    2261,
+    2263,
+    2265,
+    2267,
+    2268,
+    2271,
+    2273,
+    2275,
+    2276,
+    2277,
+    2278,
+    2279,
+    2282,
+    2283,
+    2284,
+    2285,
+    2286,
+    2288,
+    2290,
+    2294,
+    2295,
+    2296,
+    2298,
+    2299,
+    2301,
+    2303,
+    2304,
+    2306,
+    2308,
+    2310,
+    2311,
+    2312,
+    2314,
+    2315,
+    2316,
+    2317,
+    2318,
+    2320,
+    2322,
+    2324,
+    2326,
+    2327,
+    2328,
+    2329,
+    2331,
+    2332,
+    2334,
+    2336,
+    2338,
+    2340,
+    2342,
+    2343,
+    2345,
+    2347,
+    2349,
+    2351,
+    2355,
+    2356,
+    2358,
+    2360,
+    2361,
+    2363,
+    2364,
+    2365,
+    2367,
+    2369,
+    2371,
+    2374,
+    2376,
+    2377,
+    2378,
+    2379,
+    2382,
+    2385,
+    2387,
+    2389,
+    2391,
+    2393,
+    2394,
+    2395,
+    2397,
+    2399,
+    2401,
+    2402,
+    2403,
+    2404,
+    2405,
+    2406,
+    2407,
+    2408,
+    2409,
+    2410,
+    2411,
+    2413,
+    2415,
+    2417,
+    2419,
+    2421,
+    2422,
+    2424,
+    2425,
+    2427,
+    2428,
+    2429,
+    2430,
+    2432,
+    2433,
+    2434,
+    2436,
+    2437,
+    2439,
+    2440,
+    2441,
+    2443,
+    2444,
+    2446,
+    2448,
+    2449,
+    2451,
+    2453,
+    2455,
+    2456,
+    2458,
+    2459,
+    2460,
+    2462,
+    2463,
+    2464,
+    2467,
+    2470,
+    2471,
+    2473,
+    2475,
+    2476,
+    2477,
+    2479,
+    2481,
+    2483,
+    2485,
+    2487,
+    2489,
+    2490,
+    2491,
+    2493,
+    2494,
+    2496,
+    2497,
+    2498,
+    2499,
+    2502,
+    2503,
+    2505,
+    2507,
+    2509,
+    2511,
+    2513,
+    2514,
+    2516,
+    2518,
+    2519,
+    126,
+    2520,
+    2522,
+    2525,
+    2527,
+    2529,
+    2531,
+    2532,
+    2533,
+    2534,
+    2536,
+    2538,
+    2540,
+    2541,
+    2542,
+    2543,
+    2544,
+    2546,
+    2548,
+    2549,
+    2551,
+    2553,
+    2555,
+    2556,
+    2557,
+    2558,
+    2560,
+    2562,
+    2564,
+    2565,
+    2566,
+    2568,
+    2570,
+    2572,
+    2574,
+    2575,
+    2576,
+    2578,
+    2579,
+    2580,
+    2582,
+    2584,
+    2586,
+    2587,
+    2589,
+    2591,
+    2593,
+    2594,
+    2596,
+    2599,
+    2601,
+    2602,
+    2603,
+    2604,
+    2606,
+    2608,
+    2610,
+    2611,
+    2613,
+    2615,
+    2617,
+    2620,
+    2622,
+    2624,
+    2626,
+    2628,
+    2629,
+    2631,
+    2633,
+    2634,
+    2637,
+    2639,
+    2641,
+    2642,
+    2644,
+    2646,
+    282,
+    2648,
+    2650,
+    2652,
+    2653,
+    2655,
+    2656,
+    2658,
+    2660,
+    2663,
+    2664,
+    2665,
+    2666,
+    2667,
+    2668,
+    2669,
+    2670,
+    2672,
+    2673,
+    2675,
+    2677,
+    2679,
+    2681,
+    2682,
+    2684,
+    2687,
+    2689,
+    2690,
+    2692,
+    2693,
+    2694,
+    2695,
+    2697,
+    2698,
+    2699,
+    2701,
+    2703,
+    2704,
+    2705,
+    2706,
+    2708,
+    2709,
+    2710,
+    2711,
+    2713,
+    2715,
+    2716,
+    2718,
+    2720,
+    2721,
+    2722,
+    2723,
+    2725,
+    2727,
+    2728,
+    2729,
+    2730,
+    2731,
+    2732,
+    2734,
+    2737,
+    2739,
+    2740,
+    2742,
+    2744,
+    2746,
+    2747,
+    2749,
+    2751,
+    2753,
+    2754,
+    2755,
+    2757,
+    2759,
+    2762,
+    2764,
+    2766,
+    2768,
+    2769,
+    2771,
+    2772,
+    2773,
+    2775,
+    2777,
+    2779,
+    2781,
+    2783,
+    2784,
+    2785,
+    2787,
+    2789,
+    2791,
+    2792,
+    2794,
+    2795,
+    2797,
+    2799,
+    2800,
+    2802,
+    2803,
+    2804,
+    2805,
+    2807,
+    2808,
+    2810,
+    2812,
+    2813,
+    2814,
+    2816,
+    2818,
+    2820,
+    50,
+    2822,
+    2823
+  ]
+}

trainable_lemmatizer/model ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:385d0bcf8a03cb7b2e16b5edcca3c5d9b463b2094bd1867f0110b26fccf7a41c
+size 1681230

trainable_lemmatizer/trees ADDED Viewed

Binary file (836 kB). View file

vocab/strings.json CHANGED Viewed

The diff for this file is too large to render. See raw diff

vocab/vectors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:27c37411e92a547b7d63d1528bb41eb57a3df4f2ddea823657ed99b69cdb6e5d
-size 40000128

 version https://git-lfs.github.com/spec/v1
+oid sha256:d82e78dca567316ae876bc463058d58f74677c01694aaac0109f19c6572203bb
+size 160000128

vocab/vectors.cfg CHANGED Viewed

@@ -5,5 +5,6 @@
   "hash_count":2,
   "hash_seed":2166136261,
   "bow":"<",
-  "eow":">"
 }

   "hash_count":2,
   "hash_seed":2166136261,
   "bow":"<",
+  "eow":">",
+  "attr":65
 }