Update spaCy pipeline

README.md

@@ -13,68 +13,68 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.0
+      value: 0.7083118224
     - name: NER Recall
       type: recall
-      value: 0.0
+      value: 0.7101449275
     - name: NER F Score
       type: f_score
-      value: 0.0
+      value: 0.7092271905
   - task:
       name: TAG
       type: token-classification
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.9058429775
+      value: 0.924552227
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.911077953
+      value: 0.9237476221
   - task:
       name: MORPH
       type: token-classification
     metrics:
     - name: Morph (UFeats) Accuracy
       type: accuracy
-      value: 0.924529063
+      value: 0.9444730688
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
-      value: 0.9356240444
+      value: 0.9719515094
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.779082277
+      value: 0.817370892
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.6971807939
+      value: 0.7299441393
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.9099018733
+      value: 0.8908450704
 ---
 | Feature | Description |
 | --- | --- |
 | **Name** | `id_core_news_sm` |
-| **Version** | `0.0.2` |
-| **spaCy** | `>=3.7.4,<3.8.0` |
+| **Version** | `0.0.3` |
+| **spaCy** | `>=3.7.0,<3.8.0` |
 | **Default Pipeline** | `tok2vec`, `ner`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser` |
 | **Components** | `tok2vec`, `ner`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
@@ -86,13 +86,14 @@ model-index:
 
 <details>
 
-<summary>View label scheme (166 labels for 3 components)</summary>
+<summary>View label scheme (321 labels for 4 components)</summary>
 
 | Component | Labels |
 | --- | --- |
-| **`tagger`** | `APP`, `ASP`, `ASP+PS3`, `ASS`, `B--`, `B--+PS3`, `CC-`, `CCONJ`, `CD-`, `CO-`, `D--`, `D--+PS3`, `F--`, `F--+PS2`, `G--`, `G--+PS3`, `H--`, `I--`, `M--`, `M--+PS3`, `NOUN`, `NPD`, `NSD`, `NSD+PS3`, `NSF`, `NSM`, `NUM`, `O--`, `PP1`, `PP2`, `PP3`, `PROPN`, `PS1`, `PS1+VSA`, `PS2`, `PS3`, `R--`, `R--+PS3`, `S--`, `SYM`, `T--`, `VERB`, `VPA`, `VSA`, `VSA+PS2`, `VSA+PS3`, `VSP`, `W--`, `X--`, `Z--` |
-| **`morphologizer`** | `POS=PROPN`, `POS=AUX`, `Definite=Ind\|POS=DET\|PronType=Art`, `Number=Sing\|POS=NOUN`, `POS=PRON\|PronType=Rel`, `Mood=Ind\|POS=VERB\|Voice=Pass`, `POS=ADP`, `POS=PUNCT`, `POS=NOUN`, `POS=ADV`, `POS=CCONJ`, `POS=SCONJ`, `Mood=Ind\|POS=VERB\|Voice=Act`, `POS=VERB`, `POS=DET\|PronType=Tot`, `Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PRON\|PronType=Prs\|Reflex=Yes`, `POS=DET\|PronType=Dem`, `NumType=Card\|POS=NUM`, `POS=ADJ`, `Number=Plur\|POS=DET\|PronType=Ind`, `NumType=Card\|POS=NUM\|PronType=Tot`, `POS=PART\|Polarity=Neg`, `POS=PRON\|PronType=Int`, `NumType=Ord\|POS=ADJ`, `POS=PART`, `POS=PRON\|PronType=Dem`, `POS=DET\|PronType=Ind`, `Number=Plur\|POS=NOUN`, `Number=Sing\|POS=PRON\|Person=1\|Polite=Form\|PronType=Prs`, `POS=ADV\|PronType=Int`, `Clusivity=In\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Definite=Def\|POS=DET\|PronType=Art`, `POS=SYM`, `Degree=Sup\|POS=ADJ`, `POS=INTJ`, `Number=Sing\|POS=PRON\|Person=2\|Polite=Infm\|PronType=Prs`, `POS=ADV\|PronType=Ind`, `Number=Sing\|POS=PRON\|Person=3\|Polite=Form\|PronType=Prs`, `Number=Sing\|POS=PRON\|Person=1\|Polite=Infm\|PronType=Prs`, `Number=Sing\|POS=PRON\|PronType=Ind`, `POS=VERB\|Voice=Act`, `POS=DET\|PronType=Emp`, `POS=VERB\|Voice=Pass`, `POS=ADV\|PronType=Dem`, `POS=NOUN\|Typo=Yes`, `POS=ADP\|Typo=Yes`, `Number=Plur\|POS=PRON\|PronType=Ind`, `POS=VERB\|Typo=Yes\|Voice=Pass`, `POS=X`, `POS=PRON\|PronType=Tot`, `POS=SCONJ\|Typo=Yes`, `Number=Plur\|POS=PRON\|Person=2\|Polite=Infm\|PronType=Prs`, `NumType=Card\|POS=NUM\|Typo=Yes`, `Clusivity=Ex\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Sing\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Foreign=Yes\|POS=X`, `POS=ADV\|PronType=Rel`, `Mood=Imp\|POS=VERB\|Voice=Act`, `Number=Sing\|POS=NOUN\|Typo=Yes`, `POS=PROPN\|Typo=Yes`, `POS=DET`, `Number=Sing\|POS=DET\|PronType=Ind`, `POS=DET\|PronType=Ind\|Typo=Yes`, `Abbr=Yes\|POS=DET\|PronType=Dem`, `POS=PRON\|PronType=Ind`, `POS=VERB\|Typo=Yes`, `Abbr=Yes\|POS=PROPN`, `Abbr=Yes\|POS=PRON\|PronType=Rel`, `Number=Plur\|POS=PRON\|PronType=Int`, `Abbr=Yes\|POS=PART\|Polarity=Neg`, `POS=ADV\|PronType=Tot`, `Abbr=Yes\|POS=ADV`, `POS=ADV\|Typo=Yes`, `POS=X\|Typo=Yes`, `Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `POS=ADV\|PronType=Int\|Typo=Yes`, `NumType=Ord\|POS=ADJ\|Typo=Yes` |
-| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `advmod:emph`, `amod`, `appos`, `aux`, `case`, `case:adv`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `dep`, `det`, `fixed`, `flat`, `flat:foreign`, `flat:name`, `mark`, `nmod`, `nmod:lmod`, `nmod:poss`, `nmod:tmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `obl:tmod`, `parataxis`, `punct`, `xcomp` |
+| **`ner`** | `CARDINAL`, `DATE`, `EVENT`, `FAC`, `GPE`, `LANGUAGE`, `LAW`, `LOC`, `MONEY`, `NORP`, `ORDINAL`, `ORG`, `PERCENT`, `PERSON`, `PRODUCT`, `QUANTITY`, `TIME`, `WORK_OF_ART` |
+| **`tagger`** | `APP`, `ASP`, `ASP+PS2`, `ASP+PS3`, `ASP+T--`, `ASS`, `ASS+PS3`, `B--`, `B--+PS3`, `B--+T--`, `CC-`, `CC-+PS3`, `CC-+T--`, `CD-`, `CD-+PS3`, `CO-`, `CO-+PS3`, `D--`, `D--+PS2`, `D--+PS3`, `D--+T--`, `F--`, `F--+PS1`, `F--+PS2`, `F--+PS3`, `F--+T--`, `G--`, `G--+PS3`, `G--+T--`, `H--`, `H--+T--`, `I--`, `M--`, `M--+PS3`, `M--+T--`, `NOUN`, `NPD`, `NPD+PS2`, `NPD+PS3`, `NSD`, `NSD+PS1`, `NSD+PS2`, `NSD+PS3`, `NSD+T--`, `NSF`, `NSM`, `NSM+PS3`, `NUM`, `O--`, `PP1`, `PP1+T--`, `PP2`, `PP3`, `PP3+T--`, `PROPN`, `PS1`, `PS1+VSA`, `PS1+VSA+T--`, `PS2`, `PS2+VSA`, `PS3`, `PUNCT`, `R--`, `R--+PS1`, `R--+PS2`, `R--+PS3`, `S--`, `S--+PS3`, `T--`, `VERB`, `VPA`, `VSA`, `VSA+PS1`, `VSA+PS2`, `VSA+PS3`, `VSA+T--`, `VSP`, `VSP+PS3`, `VSP+T--`, `W--`, `W--+T--`, `X`, `X--`, `Z--` |
+| **`morphologizer`** | `POS=PROPN`, `POS=AUX`, `POS=DET\|PronType=Ind`, `Number=Sing\|POS=NOUN`, `POS=PRON\|PronType=Rel`, `Number=Sing\|POS=VERB\|Voice=Pass`, `POS=ADP`, `POS=PUNCT`, `Number=Sing\|POS=PROPN`, `POS=NOUN`, `POS=ADV`, `POS=CCONJ`, `Number=Sing\|POS=VERB\|Voice=Act`, `POS=VERB`, `POS=DET\|PronType=Tot`, `Number=Sing\|Number[psor]=Sing\|POS=NOUN\|Person[psor]=3`, `POS=SCONJ`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `POS=DET\|PronType=Dem`, `NumType=Card\|POS=NUM`, `Degree=Pos\|Number=Sing\|POS=NOUN`, `Degree=Pos\|Number=Sing\|POS=ADJ`, `NumType=Card\|POS=DET\|PronType=Ind`, `Degree=Pos\|Number=Sing\|POS=ADP`, `Number[psor]=Sing\|POS=NOUN\|Person[psor]=3`, `Number=Sing\|POS=VERB`, `POS=PRON\|PronType=Int`, `Number=Sing\|POS=ADV\|Voice=Act`, `Number=Sing\|Number[psor]=Sing\|POS=VERB\|Person[psor]=3\|Voice=Act`, `Number=Sing\|POS=ADP\|Voice=Act`, `POS=ADJ`, `Number[psor]=Sing\|POS=ADP\|Person[psor]=3`, `Degree=Pos\|Number=Sing\|POS=DET`, `Degree=Pos\|Number=Sing\|POS=VERB`, `POS=PRON\|PronType=Dem`, `POS=PART\|Polarity=Neg`, `Degree=Pos\|Number=Sing\|Number[psor]=Sing\|POS=NOUN\|Person[psor]=3`, `Number=Sing\|POS=PRON\|Person=1\|Polite=Form\|PronType=Prs`, `Number=Sing\|POS=ADJ`, `Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=SYM`, `POS=ADV\|PronType=Int`, `Clusivity=In\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Sing\|POS=ADJ\|Voice=Act`, `Degree=Pos\|Number=Sing\|POS=PROPN`, `Degree=Pos\|Number=Sing\|POS=ADV`, `Number=Sing\|Number[psor]=Sing\|POS=VERB\|Person[psor]=3\|Voice=Pass`, `Number=Sing\|Number[psor]=Sing\|POS=NOUN\|Person[psor]=3\|Voice=Act`, `Number=Sing\|POS=PROPN\|Voice=Act`, `Number=Sing\|POS=NOUN\|Voice=Act`, `POS=DET`, `Number=Sing\|POS=DET\|Voice=Act`, `NumType=Card\|POS=PRON\|PronType=Ind`, `Number=Sing\|Number[psor]=Sing\|POS=ADV\|Person[psor]=3`, `Number=Sing\|POS=DET`, `Number=Sing\|POS=ADJ\|Voice=Pass`, `POS=CCONJ\|PronType=Dem`, `Number=Sing\|POS=ADP`, `Number=Sing\|POS=ADV`, `Number=Sing\|POS=PRON\|Person=2\|Polite=Infm\|PronType=Prs`, `Number[psor]=Sing\|POS=NOUN\|Person[psor]=2`, `Number=Plur\|Number[psor]=Sing\|POS=NOUN\|Person[psor]=2`, `Number=Sing\|POS=PRON`, `POS=PRON`, `NumType=Card\|POS=ADV\|PronType=Ind`, `NumType=Card\|Number[psor]=Sing\|POS=NUM\|Person[psor]=3`, `Number=Sing\|POS=PRON\|Person=3\|Polite=Form\|PronType=Prs`, `POS=DET\|PronType=Int`, `Number=Sing\|Number[psor]=Sing\|POS=PROPN\|Person[psor]=3`, `Number=Sing\|Number[psor]=Sing\|POS=PROPN\|Person[psor]=1`, `Degree=Pos\|Number=Sing\|POS=SCONJ`, `POS=PRON\|PronType=Ind`, `Number=Sing\|Number[psor]=Sing\|POS=NOUN\|Person[psor]=3\|Voice=Pass`, `POS=VERB\|PronType=Ind`, `Degree=Pos\|Number=Sing\|Number[psor]=Sing\|POS=ADJ\|Person[psor]=3`, `Number=Sing\|POS=SCONJ`, `Degree=Sup\|Number=Sing\|Number[psor]=Sing\|POS=ADJ\|Person[psor]=3`, `Degree=Pos\|Number=Sing\|Number[psor]=Sing\|POS=ADP\|Person[psor]=3`, `Number=Plur\|Number[psor]=Sing\|POS=NOUN\|Person[psor]=3`, `Number=Plur\|POS=NOUN`, `POS=ADV\|PronType=Dem`, `Number=Sing\|POS=VERB\|Person=1\|Voice=Act`, `Degree=Sup\|Number=Sing\|POS=ADJ`, `Number=Sing\|POS=ADP\|Voice=Pass`, `Number[psor]=Sing\|POS=PART\|Person[psor]=3`, `Number=Sing\|POS=NOUN\|Voice=Pass`, `Degree=Pos\|Number=Sing\|Number[psor]=Sing\|POS=CCONJ\|Person[psor]=3`, `POS=PART`, `Number=Sing\|Number[psor]=Sing\|POS=PART\|Person[psor]=3\|Voice=Pass`, `Degree=Sup\|Number=Sing\|POS=ADV`, `Number=Sing\|POS=PRON\|Voice=Act`, `Number=Sing\|Number[psor]=Sing\|POS=PROPN\|Person[psor]=3\|Voice=Act`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Number[psor]=Sing\|POS=PRON\|Person[psor]=3\|PronType=Tot`, `Degree=Pos\|Number=Sing\|POS=X`, `POS=PRON\|PronType=Tot`, `Degree=Pos\|Number=Sing\|Number[psor]=Sing\|POS=ADV\|Person[psor]=3`, `Degree=Pos\|Number=Sing\|Number[psor]=Sing\|POS=VERB\|Person[psor]=3`, `Number=Sing\|Number[psor]=Sing\|POS=ADP\|Person[psor]=3`, `Number=Sing\|Number[psor]=Sing\|POS=NOUN\|Person[psor]=2`, `POS=SCONJ\|PronType=Int`, `Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Number=Sing\|Number[psor]=Sing\|POS=VERB\|Person[psor]=1\|Voice=Act`, `Number[psor]=Sing\|POS=DET\|Person[psor]=3`, `Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person[psor]=3`, `Clusivity=Ex\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Plur\|POS=VERB\|Voice=Act`, `Number=Sing\|Number[psor]=Sing\|POS=ADV\|Person[psor]=3\|Voice=Act`, `Degree=Pos\|Number=Sing\|POS=NOUN\|Polarity=Neg`, `POS=X`, `Number[psor]=Sing\|POS=ADJ\|Person[psor]=3`, `Number=Sing\|Number[psor]=Sing\|POS=VERB\|Person[psor]=3`, `Number=Sing\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Number=Sing\|POS=PRON\|Person=1\|Polite=Infm\|PronType=Prs`, `Number=Sing\|POS=PROPN\|Voice=Pass`, `POS=ADV\|Polarity=Neg`, `NumType=Card\|Number=Sing\|POS=NUM`, `Number[psor]=Sing\|POS=ADV\|Person[psor]=2`, `Number[psor]=Sing\|POS=ADV\|Person[psor]=3`, `Degree=Sup\|Number=Sing\|POS=PROPN`, `POS=PROPN\|Polarity=Neg`, `Number=Sing\|Number[psor]=Sing\|POS=VERB\|Person[psor]=2\|Voice=Act`, `Number=Sing\|POS=PROPN\|Person=1\|Voice=Act`, `POS=SCONJ\|PronType=Dem`, `Number=Sing\|Number[psor]=Sing\|POS=ADV\|Person[psor]=2\|Voice=Act`, `Number=Sing\|POS=CCONJ`, `Degree=Sup\|Number=Sing\|POS=VERB`, `Number=Sing\|Number[psor]=Sing\|POS=ADJ\|Person[psor]=3`, `Number=Sing\|Number[psor]=Sing\|POS=ADJ\|Person[psor]=3\|Voice=Act`, `Degree=Pos\|Number=Sing\|POS=PRON`, `Number=Sing\|POS=ADV\|Voice=Pass`, `Number[psor]=Sing\|POS=ADP\|Person[psor]=2`, `Number=Sing\|POS=SYM`, `POS=ADJ\|Polarity=Neg`, `Degree=Pos\|NumType=Card\|Number=Sing\|POS=NUM`, `Number=Sing\|Number[psor]=Sing\|POS=SCONJ\|Person[psor]=3`, `Degree=Pos\|Number=Sing\|POS=CCONJ`, `Number[psor]=Sing\|POS=NOUN\|Person[psor]=1`, `Number=Sing\|POS=CCONJ\|Voice=Act`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Number=Sing\|Number[psor]=Sing\|POS=ADP\|Person[psor]=3\|Voice=Pass`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `POS=VERB\|PronType=Dem`, `Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=NOUN\|Person[psor]=3`, `Number=Sing\|POS=PART\|Voice=Act`, `Degree=Sup\|Number=Sing\|Number[psor]=Sing\|POS=NOUN\|Person[psor]=3`, `POS=ADP\|PronType=Int`, `Number[psor]=Sing\|POS=VERB\|Person[psor]=3`, `Number[psor]=Sing\|POS=PRON\|Person[psor]=3\|PronType=Rel`, `Degree=Pos\|Number=Sing\|POS=AUX`, `Number=Sing\|Number[psor]=Sing\|POS=NOUN\|Person[psor]=1`, `Number=Sing\|POS=SCONJ\|Voice=Pass`, `Degree=Sup\|Number=Sing\|POS=ADP`, `Number=Sing\|POS=SCONJ\|Voice=Act`, `NumType=Card\|POS=DET\|PronType=Int`, `Degree=Pos\|Number=Sing\|POS=PART\|Polarity=Neg`, `Degree=Sup\|Number=Sing\|POS=SCONJ`, `Number=Sing\|Number[psor]=Sing\|POS=NOUN\|Person[psor]=1\|Voice=Act`, `Number=Plur\|POS=ADJ`, `POS=VERB\|PronType=Int`, `Number=Sing\|POS=VERB\|Person=2\|Voice=Act`, `Degree=Pos\|Number=Sing\|Number[psor]=Sing\|POS=ADJ\|Person[psor]=2`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Number[psor]=Sing\|POS=ADV\|Person[psor]=3\|PronType=Tot`, `POS=DET\|PronType=Rel`, `Number=Sing\|POS=NOUN\|Polarity=Neg`, `Number=Sing\|Number[psor]=Sing\|POS=PROPN\|Person[psor]=2`, `NumType=Card\|Number=Sing\|POS=NUM\|Voice=Act`, `Degree=Pos\|Number=Plur\|POS=ADJ`, `Number[psor]=Sing\|POS=DET\|Person[psor]=3\|PronType=Tot`, `Number[psor]=Sing\|POS=PROPN\|Person[psor]=1`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Sing\|POS=VERB\|Person=1`, `Degree=Pos\|Number=Sing\|Number[psor]=Sing\|POS=PROPN\|Person[psor]=3`, `NumType=Card\|Number[psor]=Sing\|POS=DET\|Person[psor]=3\|PronType=Ind`, `POS=ADV\|PronType=Tot`, `Degree=Pos\|Number=Plur\|POS=ADV`, `Number=Plur\|POS=ADV\|Voice=Act`, `POS=CCONJ\|PronType=Int`, `Degree=Pos\|Number=Sing\|POS=PART`, `Number[psor]=Sing\|POS=PRON\|Person[psor]=2`, `Number=Plur\|POS=VERB`, `Number=Sing\|Number[psor]=Sing\|POS=ADJ\|Person[psor]=3\|Voice=Pass`, `Degree=Pos\|Number=Sing\|POS=PUNCT`, `Number[psor]=Sing\|POS=ADP\|Person[psor]=1`, `Degree=Sup\|Number=Sing\|POS=NOUN`, `Number[psor]=Sing\|POS=PART\|Person[psor]=3\|Polarity=Neg`, `Number=Sing\|Number[psor]=Sing\|POS=ADP\|Person[psor]=3\|Voice=Act`, `POS=NOUN\|Polarity=Neg`, `Number[psor]=Sing\|POS=PROPN\|Person[psor]=2`, `Number=Sing\|Number[psor]=Sing\|POS=NOUN\|Person[psor]=2\|Voice=Act` |
+| **`parser`** | `ROOT`, `acl`, `advcl`, `advmod`, `amod`, `appos`, `case`, `cc`, `ccomp`, `compound`, `compound:plur`, `conj`, `cop`, `dep`, `det`, `fixed`, `flat`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `parataxis`, `punct`, `xcomp` |
 
 </details>
 
@@ -100,22 +101,21 @@ model-index:
 
 | Type | Score |
 | --- | --- |
-| `ENTS_F` | 0.00 |
-| `ENTS_P` | 0.00 |
-| `ENTS_R` | 0.00 |
-| `ENTS_PER_TYPE` | 0.00 |
-| `TAG_ACC` | 90.58 |
-| `POS_ACC` | 91.11 |
-| `MORPH_ACC` | 92.45 |
-| `LEMMA_ACC` | 93.56 |
-| `DEP_UAS` | 77.91 |
-| `DEP_LAS` | 69.72 |
-| `SENTS_P` | 90.75 |
-| `SENTS_R` | 91.23 |
-| `SENTS_F` | 90.99 |
-| `TOK2VEC_LOSS` | 834213.16 |
-| `NER_LOSS` | 0.00 |
-| `TAGGER_LOSS` | 57215.06 |
-| `MORPHOLOGIZER_LOSS` | 124661.48 |
-| `TRAINABLE_LEMMATIZER_LOSS` | 24560.71 |
-| `PARSER_LOSS` | 882915.56 |
+| `ENTS_F` | 70.92 |
+| `ENTS_P` | 70.83 |
+| `ENTS_R` | 71.01 |
+| `TAG_ACC` | 92.46 |
+| `POS_ACC` | 92.37 |
+| `MORPH_ACC` | 94.45 |
+| `LEMMA_ACC` | 97.20 |
+| `DEP_UAS` | 81.74 |
+| `DEP_LAS` | 72.99 |
+| `SENTS_P` | 87.69 |
+| `SENTS_R` | 90.52 |
+| `SENTS_F` | 89.08 |
+| `TOK2VEC_LOSS` | 1297727.43 |
+| `NER_LOSS` | 96670.57 |
+| `TAGGER_LOSS` | 56378.18 |
+| `MORPHOLOGIZER_LOSS` | 164858.35 |
+| `TRAINABLE_LEMMATIZER_LOSS` | 16646.19 |
+| `PARSER_LOSS` | 930045.93 |

config.cfg

@@ -1,6 +1,6 @@
 [paths]
-train = "./id_gsd-ud-train.spacy"
-dev = "./id_gsd-ud-dev.spacy"
+train = "./output-train.spacy"
+dev = "./output-dev.spacy"
 vectors = null
 init_tok2vec = null
 

id_core_news_sm-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6c89d501e10ca94b399fb58b812f28a8d55848c6c8f3b58ed0d8f06465957d91
-size 34239071
+oid sha256:72bac69325eb27405bbaa6256001a173a762fc1759b080061ed65e2aa88242e3
+size 34294361

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"id",
   "name":"core_news_sm",
-  "version":"0.0.2",
+  "version":"0.0.3",
   "description":"",
   "author":"",
   "email":"",
   "url":"",
   "license":"",
-  "spacy_version":">=3.7.4,<3.8.0",
-  "spacy_git_version":"bff8725f4",
+  "spacy_version":">=3.7.0,<3.8.0",
+  "spacy_git_version":"160e61772",
   "vectors":{
     "width":0,
     "vectors":0,
@@ -20,176 +20,330 @@
 
     ],
     "ner":[
-
+      "CARDINAL",
+      "DATE",
+      "EVENT",
+      "FAC",
+      "GPE",
+      "LANGUAGE",
+      "LAW",
+      "LOC",
+      "MONEY",
+      "NORP",
+      "ORDINAL",
+      "ORG",
+      "PERCENT",
+      "PERSON",
+      "PRODUCT",
+      "QUANTITY",
+      "TIME",
+      "WORK_OF_ART"
     ],
     "tagger":[
       "APP",
       "ASP",
+      "ASP+PS2",
       "ASP+PS3",
+      "ASP+T--",
       "ASS",
+      "ASS+PS3",
       "B--",
       "B--+PS3",
+      "B--+T--",
       "CC-",
-      "CCONJ",
+      "CC-+PS3",
+      "CC-+T--",
       "CD-",
+      "CD-+PS3",
       "CO-",
+      "CO-+PS3",
       "D--",
+      "D--+PS2",
       "D--+PS3",
+      "D--+T--",
       "F--",
+      "F--+PS1",
       "F--+PS2",
+      "F--+PS3",
+      "F--+T--",
       "G--",
       "G--+PS3",
+      "G--+T--",
       "H--",
+      "H--+T--",
       "I--",
       "M--",
       "M--+PS3",
+      "M--+T--",
       "NOUN",
       "NPD",
+      "NPD+PS2",
+      "NPD+PS3",
       "NSD",
+      "NSD+PS1",
+      "NSD+PS2",
       "NSD+PS3",
+      "NSD+T--",
       "NSF",
       "NSM",
+      "NSM+PS3",
       "NUM",
       "O--",
       "PP1",
+      "PP1+T--",
       "PP2",
       "PP3",
+      "PP3+T--",
       "PROPN",
       "PS1",
       "PS1+VSA",
+      "PS1+VSA+T--",
       "PS2",
+      "PS2+VSA",
       "PS3",
+      "PUNCT",
       "R--",
+      "R--+PS1",
+      "R--+PS2",
       "R--+PS3",
       "S--",
-      "SYM",
+      "S--+PS3",
       "T--",
       "VERB",
       "VPA",
       "VSA",
+      "VSA+PS1",
       "VSA+PS2",
       "VSA+PS3",
+      "VSA+T--",
       "VSP",
+      "VSP+PS3",
+      "VSP+T--",
       "W--",
+      "W--+T--",
+      "X",
       "X--",
       "Z--"
     ],
     "morphologizer":[
       "POS=PROPN",
       "POS=AUX",
-      "Definite=Ind|POS=DET|PronType=Art",
+      "POS=DET|PronType=Ind",
       "Number=Sing|POS=NOUN",
       "POS=PRON|PronType=Rel",
-      "Mood=Ind|POS=VERB|Voice=Pass",
+      "Number=Sing|POS=VERB|Voice=Pass",
       "POS=ADP",
       "POS=PUNCT",
+      "Number=Sing|POS=PROPN",
       "POS=NOUN",
       "POS=ADV",
       "POS=CCONJ",
-      "POS=SCONJ",
-      "Mood=Ind|POS=VERB|Voice=Act",
+      "Number=Sing|POS=VERB|Voice=Act",
       "POS=VERB",
       "POS=DET|PronType=Tot",
-      "Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3",
+      "POS=SCONJ",
       "Number=Plur|POS=PRON|Person=3|PronType=Prs",
-      "POS=PRON|PronType=Prs|Reflex=Yes",
       "POS=DET|PronType=Dem",
       "NumType=Card|POS=NUM",
-      "POS=ADJ",
-      "Number=Plur|POS=DET|PronType=Ind",
-      "NumType=Card|POS=NUM|PronType=Tot",
-      "POS=PART|Polarity=Neg",
+      "Degree=Pos|Number=Sing|POS=NOUN",
+      "Degree=Pos|Number=Sing|POS=ADJ",
+      "NumType=Card|POS=DET|PronType=Ind",
+      "Degree=Pos|Number=Sing|POS=ADP",
+      "Number[psor]=Sing|POS=NOUN|Person[psor]=3",
+      "Number=Sing|POS=VERB",
       "POS=PRON|PronType=Int",
-      "NumType=Ord|POS=ADJ",
-      "POS=PART",
+      "Number=Sing|POS=ADV|Voice=Act",
+      "Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=3|Voice=Act",
+      "Number=Sing|POS=ADP|Voice=Act",
+      "POS=ADJ",
+      "Number[psor]=Sing|POS=ADP|Person[psor]=3",
+      "Degree=Pos|Number=Sing|POS=DET",
+      "Degree=Pos|Number=Sing|POS=VERB",
       "POS=PRON|PronType=Dem",
-      "POS=DET|PronType=Ind",
-      "Number=Plur|POS=NOUN",
+      "POS=PART|Polarity=Neg",
+      "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3",
       "Number=Sing|POS=PRON|Person=1|Polite=Form|PronType=Prs",
+      "Number=Sing|POS=ADJ",
+      "Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "POS=SYM",
       "POS=ADV|PronType=Int",
       "Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs",
-      "Definite=Def|POS=DET|PronType=Art",
-      "POS=SYM",
-      "Degree=Sup|POS=ADJ",
-      "POS=INTJ",
+      "Number=Sing|POS=ADJ|Voice=Act",
+      "Degree=Pos|Number=Sing|POS=PROPN",
+      "Degree=Pos|Number=Sing|POS=ADV",
+      "Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=3|Voice=Pass",
+      "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3|Voice=Act",
+      "Number=Sing|POS=PROPN|Voice=Act",
+      "Number=Sing|POS=NOUN|Voice=Act",
+      "POS=DET",
+      "Number=Sing|POS=DET|Voice=Act",
+      "NumType=Card|POS=PRON|PronType=Ind",
+      "Number=Sing|Number[psor]=Sing|POS=ADV|Person[psor]=3",
+      "Number=Sing|POS=DET",
+      "Number=Sing|POS=ADJ|Voice=Pass",
+      "POS=CCONJ|PronType=Dem",
+      "Number=Sing|POS=ADP",
+      "Number=Sing|POS=ADV",
       "Number=Sing|POS=PRON|Person=2|Polite=Infm|PronType=Prs",
-      "POS=ADV|PronType=Ind",
+      "Number[psor]=Sing|POS=NOUN|Person[psor]=2",
+      "Number=Plur|Number[psor]=Sing|POS=NOUN|Person[psor]=2",
+      "Number=Sing|POS=PRON",
+      "POS=PRON",
+      "NumType=Card|POS=ADV|PronType=Ind",
+      "NumType=Card|Number[psor]=Sing|POS=NUM|Person[psor]=3",
       "Number=Sing|POS=PRON|Person=3|Polite=Form|PronType=Prs",
-      "Number=Sing|POS=PRON|Person=1|Polite=Infm|PronType=Prs",
-      "Number=Sing|POS=PRON|PronType=Ind",
-      "POS=VERB|Voice=Act",
-      "POS=DET|PronType=Emp",
-      "POS=VERB|Voice=Pass",
+      "POS=DET|PronType=Int",
+      "Number=Sing|Number[psor]=Sing|POS=PROPN|Person[psor]=3",
+      "Number=Sing|Number[psor]=Sing|POS=PROPN|Person[psor]=1",
+      "Degree=Pos|Number=Sing|POS=SCONJ",
+      "POS=PRON|PronType=Ind",
+      "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3|Voice=Pass",
+      "POS=VERB|PronType=Ind",
+      "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=ADJ|Person[psor]=3",
+      "Number=Sing|POS=SCONJ",
+      "Degree=Sup|Number=Sing|Number[psor]=Sing|POS=ADJ|Person[psor]=3",
+      "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=ADP|Person[psor]=3",
+      "Number=Plur|Number[psor]=Sing|POS=NOUN|Person[psor]=3",
+      "Number=Plur|POS=NOUN",
       "POS=ADV|PronType=Dem",
-      "POS=NOUN|Typo=Yes",
-      "POS=ADP|Typo=Yes",
-      "Number=Plur|POS=PRON|PronType=Ind",
-      "POS=VERB|Typo=Yes|Voice=Pass",
-      "POS=X",
+      "Number=Sing|POS=VERB|Person=1|Voice=Act",
+      "Degree=Sup|Number=Sing|POS=ADJ",
+      "Number=Sing|POS=ADP|Voice=Pass",
+      "Number[psor]=Sing|POS=PART|Person[psor]=3",
+      "Number=Sing|POS=NOUN|Voice=Pass",
+      "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=CCONJ|Person[psor]=3",
+      "POS=PART",
+      "Number=Sing|Number[psor]=Sing|POS=PART|Person[psor]=3|Voice=Pass",
+      "Degree=Sup|Number=Sing|POS=ADV",
+      "Number=Sing|POS=PRON|Voice=Act",
+      "Number=Sing|Number[psor]=Sing|POS=PROPN|Person[psor]=3|Voice=Act",
+      "Gender=Masc|Number=Sing|POS=PROPN",
+      "Number[psor]=Sing|POS=PRON|Person[psor]=3|PronType=Tot",
+      "Degree=Pos|Number=Sing|POS=X",
       "POS=PRON|PronType=Tot",
-      "POS=SCONJ|Typo=Yes",
-      "Number=Plur|POS=PRON|Person=2|Polite=Infm|PronType=Prs",
-      "NumType=Card|POS=NUM|Typo=Yes",
+      "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=ADV|Person[psor]=3",
+      "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=3",
+      "Number=Sing|Number[psor]=Sing|POS=ADP|Person[psor]=3",
+      "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=2",
+      "POS=SCONJ|PronType=Int",
+      "Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=1|Voice=Act",
+      "Number[psor]=Sing|POS=DET|Person[psor]=3",
+      "Number=Sing|Number[psor]=Sing|POS=PRON|Person[psor]=3",
       "Clusivity=Ex|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Number=Plur|POS=VERB|Voice=Act",
+      "Number=Sing|Number[psor]=Sing|POS=ADV|Person[psor]=3|Voice=Act",
+      "Degree=Pos|Number=Sing|POS=NOUN|Polarity=Neg",
+      "POS=X",
+      "Number[psor]=Sing|POS=ADJ|Person[psor]=3",
+      "Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=3",
       "Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs",
-      "Foreign=Yes|POS=X",
-      "POS=ADV|PronType=Rel",
-      "Mood=Imp|POS=VERB|Voice=Act",
-      "Number=Sing|POS=NOUN|Typo=Yes",
-      "POS=PROPN|Typo=Yes",
-      "POS=DET",
-      "Number=Sing|POS=DET|PronType=Ind",
-      "POS=DET|PronType=Ind|Typo=Yes",
-      "Abbr=Yes|POS=DET|PronType=Dem",
-      "POS=PRON|PronType=Ind",
-      "POS=VERB|Typo=Yes",
-      "Abbr=Yes|POS=PROPN",
-      "Abbr=Yes|POS=PRON|PronType=Rel",
-      "Number=Plur|POS=PRON|PronType=Int",
-      "Abbr=Yes|POS=PART|Polarity=Neg",
-      "POS=ADV|PronType=Tot",
-      "Abbr=Yes|POS=ADV",
-      "POS=ADV|Typo=Yes",
-      "POS=X|Typo=Yes",
+      "Number=Sing|POS=PRON|Person=1|Polite=Infm|PronType=Prs",
+      "Number=Sing|POS=PROPN|Voice=Pass",
+      "POS=ADV|Polarity=Neg",
+      "NumType=Card|Number=Sing|POS=NUM",
+      "Number[psor]=Sing|POS=ADV|Person[psor]=2",
+      "Number[psor]=Sing|POS=ADV|Person[psor]=3",
+      "Degree=Sup|Number=Sing|POS=PROPN",
+      "POS=PROPN|Polarity=Neg",
+      "Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=2|Voice=Act",
+      "Number=Sing|POS=PROPN|Person=1|Voice=Act",
+      "POS=SCONJ|PronType=Dem",
+      "Number=Sing|Number[psor]=Sing|POS=ADV|Person[psor]=2|Voice=Act",
+      "Number=Sing|POS=CCONJ",
+      "Degree=Sup|Number=Sing|POS=VERB",
+      "Number=Sing|Number[psor]=Sing|POS=ADJ|Person[psor]=3",
+      "Number=Sing|Number[psor]=Sing|POS=ADJ|Person[psor]=3|Voice=Act",
+      "Degree=Pos|Number=Sing|POS=PRON",
+      "Number=Sing|POS=ADV|Voice=Pass",
+      "Number[psor]=Sing|POS=ADP|Person[psor]=2",
+      "Number=Sing|POS=SYM",
+      "POS=ADJ|Polarity=Neg",
+      "Degree=Pos|NumType=Card|Number=Sing|POS=NUM",
+      "Number=Sing|Number[psor]=Sing|POS=SCONJ|Person[psor]=3",
+      "Degree=Pos|Number=Sing|POS=CCONJ",
+      "Number[psor]=Sing|POS=NOUN|Person[psor]=1",
+      "Number=Sing|POS=CCONJ|Voice=Act",
+      "Gender=Masc|Number=Sing|POS=NOUN",
+      "Number=Sing|Number[psor]=Sing|POS=ADP|Person[psor]=3|Voice=Pass",
+      "Gender=Fem|Number=Sing|POS=PROPN",
+      "POS=VERB|PronType=Dem",
       "Number=Sing|POS=PRON|Person=2|PronType=Prs",
-      "POS=ADV|PronType=Int|Typo=Yes",
-      "NumType=Ord|POS=ADJ|Typo=Yes"
+      "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3",
+      "Number=Sing|POS=PART|Voice=Act",
+      "Degree=Sup|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3",
+      "POS=ADP|PronType=Int",
+      "Number[psor]=Sing|POS=VERB|Person[psor]=3",
+      "Number[psor]=Sing|POS=PRON|Person[psor]=3|PronType=Rel",
+      "Degree=Pos|Number=Sing|POS=AUX",
+      "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1",
+      "Number=Sing|POS=SCONJ|Voice=Pass",
+      "Degree=Sup|Number=Sing|POS=ADP",
+      "Number=Sing|POS=SCONJ|Voice=Act",
+      "NumType=Card|POS=DET|PronType=Int",
+      "Degree=Pos|Number=Sing|POS=PART|Polarity=Neg",
+      "Degree=Sup|Number=Sing|POS=SCONJ",
+      "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1|Voice=Act",
+      "Number=Plur|POS=ADJ",
+      "POS=VERB|PronType=Int",
+      "Number=Sing|POS=VERB|Person=2|Voice=Act",
+      "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=ADJ|Person[psor]=2",
+      "Gender=Masc|Number=Sing|POS=ADJ",
+      "Number[psor]=Sing|POS=ADV|Person[psor]=3|PronType=Tot",
+      "POS=DET|PronType=Rel",
+      "Number=Sing|POS=NOUN|Polarity=Neg",
+      "Number=Sing|Number[psor]=Sing|POS=PROPN|Person[psor]=2",
+      "NumType=Card|Number=Sing|POS=NUM|Voice=Act",
+      "Degree=Pos|Number=Plur|POS=ADJ",
+      "Number[psor]=Sing|POS=DET|Person[psor]=3|PronType=Tot",
+      "Number[psor]=Sing|POS=PROPN|Person[psor]=1",
+      "Gender=Fem|Number=Sing|POS=NOUN",
+      "Number=Sing|POS=VERB|Person=1",
+      "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=PROPN|Person[psor]=3",
+      "NumType=Card|Number[psor]=Sing|POS=DET|Person[psor]=3|PronType=Ind",
+      "POS=ADV|PronType=Tot",
+      "Degree=Pos|Number=Plur|POS=ADV",
+      "Number=Plur|POS=ADV|Voice=Act",
+      "POS=CCONJ|PronType=Int",
+      "Degree=Pos|Number=Sing|POS=PART",
+      "Number[psor]=Sing|POS=PRON|Person[psor]=2",
+      "Number=Plur|POS=VERB",
+      "Number=Sing|Number[psor]=Sing|POS=ADJ|Person[psor]=3|Voice=Pass",
+      "Degree=Pos|Number=Sing|POS=PUNCT",
+      "Number[psor]=Sing|POS=ADP|Person[psor]=1",
+      "Degree=Sup|Number=Sing|POS=NOUN",
+      "Number[psor]=Sing|POS=PART|Person[psor]=3|Polarity=Neg",
+      "Number=Sing|Number[psor]=Sing|POS=ADP|Person[psor]=3|Voice=Act",
+      "POS=NOUN|Polarity=Neg",
+      "Number[psor]=Sing|POS=PROPN|Person[psor]=2",
+      "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=2|Voice=Act"
     ],
     "parser":[
       "ROOT",
       "acl",
-      "acl:relcl",
       "advcl",
       "advmod",
-      "advmod:emph",
       "amod",
       "appos",
-      "aux",
       "case",
-      "case:adv",
       "cc",
       "ccomp",
       "compound",
+      "compound:plur",
       "conj",
       "cop",
       "dep",
       "det",
       "fixed",
       "flat",
-      "flat:foreign",
-      "flat:name",
       "mark",
       "nmod",
-      "nmod:lmod",
-      "nmod:poss",
-      "nmod:tmod",
       "nsubj",
       "nsubj:pass",
       "nummod",
       "obj",
       "obl",
-      "obl:agent",
-      "obl:tmod",
       "parataxis",
       "punct",
       "xcomp"
@@ -215,268 +369,299 @@
 
   ],
   "performance":{
-    "ents_f":0.0,
-    "ents_p":0.0,
-    "ents_r":0.0,
-    "ents_per_type":0.0,
-    "tag_acc":0.9058429775,
-    "pos_acc":0.911077953,
-    "morph_acc":0.924529063,
+    "ents_f":0.7092271905,
+    "ents_p":0.7083118224,
+    "ents_r":0.7101449275,
+    "ents_per_type":{
+      "PRODUCT":{
+        "p":0.5909090909,
+        "r":0.4482758621,
+        "f":0.5098039216
+      },
+      "GPE":{
+        "p":0.8341968912,
+        "r":0.8363636364,
+        "f":0.8352788586
+      },
+      "FAC":{
+        "p":0.5,
+        "r":0.4259259259,
+        "f":0.46
+      },
+      "PERSON":{
+        "p":0.6575,
+        "r":0.6902887139,
+        "f":0.6734955186
+      },
+      "ORG":{
+        "p":0.609929078,
+        "r":0.4699453552,
+        "f":0.5308641975
+      },
+      "WORK_OF_ART":{
+        "p":0.2181818182,
+        "r":0.375,
+        "f":0.275862069
+      },
+      "LAW":{
+        "p":0.5555555556,
+        "r":0.6730769231,
+        "f":0.6086956522
+      },
+      "DATE":{
+        "p":0.8333333333,
+        "r":0.8387096774,
+        "f":0.8360128617
+      },
+      "ORDINAL":{
+        "p":0.9429824561,
+        "r":0.9684684685,
+        "f":0.9555555556
+      },
+      "CARDINAL":{
+        "p":0.8,
+        "r":0.8717948718,
+        "f":0.8343558282
+      },
+      "EVENT":{
+        "p":0.4155844156,
+        "r":0.4705882353,
+        "f":0.4413793103
+      },
+      "QUANTITY":{
+        "p":0.4347826087,
+        "r":0.5263157895,
+        "f":0.4761904762
+      },
+      "LOC":{
+        "p":0.564516129,
+        "r":0.5737704918,
+        "f":0.5691056911
+      },
+      "NORP":{
+        "p":0.7746478873,
+        "r":0.7236842105,
+        "f":0.7482993197
+      },
+      "PERCENT":{
+        "p":0.7777777778,
+        "r":0.7777777778,
+        "f":0.7777777778
+      },
+      "TIME":{
+        "p":0.6666666667,
+        "r":0.6666666667,
+        "f":0.6666666667
+      },
+      "LANGUAGE":{
+        "p":0.75,
+        "r":0.7894736842,
+        "f":0.7692307692
+      },
+      "MONEY":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      }
+    },
+    "tag_acc":0.924552227,
+    "pos_acc":0.9237476221,
+    "morph_acc":0.9444730688,
     "morph_per_feat":{
       "Number":{
-        "p":0.978250591,
-        "r":0.8123282293,
-        "f":0.8876018876
-      },
-      "Mood":{
-        "p":0.9941520468,
-        "r":0.9147982063,
-        "f":0.9528257823
+        "p":0.9930514195,
+        "r":0.9632197189,
+        "f":0.9779081134
       },
       "Voice":{
-        "p":0.9902723735,
-        "r":0.9113697404,
-        "f":0.9491841492
+        "p":0.9679230152,
+        "r":0.9414976599,
+        "f":0.9545274812
       },
       "PronType":{
-        "p":0.991576414,
-        "r":0.7795648061,
-        "f":0.8728813559
+        "p":0.9815498155,
+        "r":0.9602888087,
+        "f":0.9708029197
       },
       "Polarity":{
         "p":1.0,
-        "r":0.862745098,
-        "f":0.9263157895
+        "r":0.8846153846,
+        "f":0.9387755102
       },
-      "Person":{
-        "p":1.0,
-        "r":0.3973509934,
-        "f":0.5687203791
+      "Degree":{
+        "p":0.9647435897,
+        "r":0.8478873239,
+        "f":0.9025487256
       },
       "NumType":{
-        "p":0.9952718676,
-        "r":0.9503386005,
-        "f":0.9722863741
+        "p":0.9622641509,
+        "r":0.9293849658,
+        "f":0.9455388181
       },
-      "Typo":{
+      "Person":{
         "p":1.0,
-        "r":0.4666666667,
-        "f":0.6363636364
+        "r":0.9193548387,
+        "f":0.9579831933
       },
-      "Definite":{
-        "p":0.9838709677,
-        "r":0.7922077922,
-        "f":0.8776978417
+      "Number[psor]":{
+        "p":0.9946524064,
+        "r":0.9441624365,
+        "f":0.96875
+      },
+      "Person[psor]":{
+        "p":0.9893048128,
+        "r":0.9390862944,
+        "f":0.9635416667
       },
       "Polite":{
         "p":1.0,
-        "r":0.65625,
-        "f":0.7924528302
+        "r":0.9090909091,
+        "f":0.9523809524
       },
-      "Reflex":{
+      "Gender":{
         "p":1.0,
-        "r":0.5,
-        "f":0.6666666667
-      },
-      "Degree":{
-        "p":0.9375,
-        "r":0.8823529412,
-        "f":0.9090909091
-      },
-      "Foreign":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
+        "r":0.75,
+        "f":0.8571428571
       },
       "Clusivity":{
         "p":1.0,
         "r":1.0,
         "f":1.0
-      },
-      "Abbr":{
-        "p":1.0,
-        "r":0.2,
-        "f":0.3333333333
       }
     },
-    "lemma_acc":0.9356240444,
-    "dep_uas":0.779082277,
-    "dep_las":0.6971807939,
+    "lemma_acc":0.9719515094,
+    "dep_uas":0.817370892,
+    "dep_las":0.7299441393,
     "dep_las_per_type":{
       "nsubj":{
-        "p":0.8022759602,
-        "r":0.7621621622,
-        "f":0.7817047817
+        "p":0.7940780619,
+        "r":0.7898259705,
+        "f":0.7919463087
       },
       "compound":{
-        "p":0.6970849176,
-        "r":0.6988564168,
-        "f":0.6979695431
+        "p":0.6948356808,
+        "r":0.7390761548,
+        "f":0.7162734422
       },
       "root":{
-        "p":0.8139963168,
-        "r":0.7906976744,
-        "f":0.8021778584
+        "p":0.7902946274,
+        "r":0.8157423971,
+        "f":0.8028169014
       },
       "obj":{
-        "p":0.8152985075,
-        "r":0.7613240418,
-        "f":0.7873873874
+        "p":0.796460177,
+        "r":0.7908611599,
+        "f":0.7936507937
       },
       "case":{
-        "p":0.9104609929,
-        "r":0.8868739206,
-        "f":0.8985126859
+        "p":0.9110751819,
+        "r":0.9103392569,
+        "f":0.9107070707
       },
       "obl":{
-        "p":0.7344322344,
-        "r":0.6178736518,
-        "f":0.6711297071
+        "p":0.6636713736,
+        "r":0.7762762763,
+        "f":0.7155709343
       },
       "amod":{
-        "p":0.6195899772,
-        "r":0.590021692,
-        "f":0.6044444444
+        "p":0.6194174757,
+        "r":0.6392785571,
+        "f":0.6291913215
       },
       "conj":{
-        "p":0.5868263473,
-        "r":0.5485074627,
-        "f":0.5670202507
+        "p":0.5516528926,
+        "r":0.5095419847,
+        "f":0.5297619048
       },
       "cc":{
-        "p":0.880239521,
-        "r":0.8376068376,
-        "f":0.8583941606
+        "p":0.8366762178,
+        "r":0.8156424581,
+        "f":0.8260254597
       },
-      "acl:relcl":{
-        "p":0.7262357414,
-        "r":0.6821428571,
-        "f":0.7034990792
+      "acl":{
+        "p":0.6510791367,
+        "r":0.5307917889,
+        "f":0.5848142165
       },
-      "flat:name":{
-        "p":0.7844036697,
-        "r":0.8123515439,
-        "f":0.7981330222
+      "flat":{
+        "p":0.7840909091,
+        "r":0.8284734134,
+        "f":0.8056713928
       },
       "advmod":{
-        "p":0.7588075881,
-        "r":0.6982543641,
-        "f":0.7272727273
+        "p":0.770398482,
+        "r":0.7883495146,
+        "f":0.7792706334
       },
       "nmod":{
-        "p":0.613836478,
-        "r":0.5816448153,
-        "f":0.5973072215
+        "p":0.5913978495,
+        "r":0.4782608696,
+        "f":0.5288461538
       },
       "nsubj:pass":{
-        "p":0.7100840336,
-        "r":0.7824074074,
-        "f":0.7444933921
+        "p":0.736318408,
+        "r":0.6820276498,
+        "f":0.7081339713
       },
       "det":{
-        "p":0.8545454545,
-        "r":0.7943661972,
-        "f":0.8233576642
-      },
-      "aux":{
-        "p":0.9461538462,
-        "r":0.9179104478,
-        "f":0.9318181818
-      },
-      "nmod:poss":{
-        "p":0.8235294118,
-        "r":0.0848484848,
-        "f":0.1538461538
+        "p":0.8005050505,
+        "r":0.7171945701,
+        "f":0.7565632458
       },
       "dep":{
-        "p":0.2394366197,
-        "r":0.3035714286,
-        "f":0.2677165354
+        "p":0.2790697674,
+        "r":0.1935483871,
+        "f":0.2285714286
+      },
+      "fixed":{
+        "p":0.6888888889,
+        "r":0.5438596491,
+        "f":0.6078431373
       },
       "mark":{
-        "p":0.8018018018,
-        "r":0.7542372881,
-        "f":0.7772925764
+        "p":0.6585365854,
+        "r":0.6315789474,
+        "f":0.6447761194
       },
       "cop":{
-        "p":0.9607843137,
+        "p":0.9423076923,
         "r":0.9423076923,
-        "f":0.9514563107
-      },
-      "acl":{
-        "p":0.3048780488,
-        "r":0.2232142857,
-        "f":0.2577319588
+        "f":0.9423076923
       },
       "nummod":{
-        "p":0.7768817204,
-        "r":0.7747989276,
-        "f":0.7758389262
+        "p":0.7443438914,
+        "r":0.7615740741,
+        "f":0.7528604119
       },
       "appos":{
-        "p":0.6460176991,
-        "r":0.553030303,
-        "f":0.5959183673
+        "p":0.5243055556,
+        "r":0.5634328358,
+        "f":0.5431654676
       },
       "xcomp":{
-        "p":0.4495412844,
-        "r":0.392,
-        "f":0.4188034188
+        "p":0.465648855,
+        "r":0.4692307692,
+        "f":0.4674329502
       },
       "ccomp":{
-        "p":0.4571428571,
-        "r":0.3265306122,
-        "f":0.380952381
-      },
-      "obl:tmod":{
-        "p":0.6029411765,
-        "r":0.6721311475,
-        "f":0.6356589147
+        "p":0.3529411765,
+        "r":0.1132075472,
+        "f":0.1714285714
       },
       "advcl":{
-        "p":0.268907563,
-        "r":0.2269503546,
-        "f":0.2461538462
-      },
-      "advmod:emph":{
-        "p":1.0,
-        "r":0.0434782609,
-        "f":0.0833333333
-      },
-      "case:adv":{
-        "p":0.7272727273,
-        "r":0.6153846154,
-        "f":0.6666666667
-      },
-      "obl:agent":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
+        "p":0.3109756098,
+        "r":0.3541666667,
+        "f":0.3311688312
       },
-      "flat":{
-        "p":0.4375,
-        "r":0.3255813953,
-        "f":0.3733333333
+      "compound:plur":{
+        "p":0.8823529412,
+        "r":0.8695652174,
+        "f":0.8759124088
       },
       "parataxis":{
-        "p":0.2253521127,
-        "r":0.3265306122,
-        "f":0.2666666667
-      },
-      "nmod:lmod":{
-        "p":1.0,
-        "r":0.0769230769,
-        "f":0.1428571429
-      },
-      "flat:foreign":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
-      },
-      "nmod:tmod":{
-        "p":0.3333333333,
-        "r":0.2727272727,
-        "f":0.3
+        "p":0.2380952381,
+        "r":0.4255319149,
+        "f":0.3053435115
       },
       "iobj":{
         "p":0.0,
@@ -487,37 +672,17 @@
         "p":0.0,
         "r":0.0,
         "f":0.0
-      },
-      "fixed":{
-        "p":0.6,
-        "r":0.3461538462,
-        "f":0.4390243902
-      },
-      "discourse":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
-      },
-      "cc:preconj":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
-      },
-      "compound:a":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
       }
     },
-    "sents_p":0.9074733096,
-    "sents_r":0.9123434705,
-    "sents_f":0.9099018733,
-    "tok2vec_loss":8342.1316462817,
-    "ner_loss":0.0,
-    "tagger_loss":572.1505841613,
-    "morphologizer_loss":1246.6148492694,
-    "trainable_lemmatizer_loss":245.6071262917,
-    "parser_loss":8829.155590333
+    "sents_p":0.87694974,
+    "sents_r":0.9051878354,
+    "sents_f":0.8908450704,
+    "tok2vec_loss":12977.2743123164,
+    "ner_loss":966.7057275135,
+    "tagger_loss":563.7818157673,
+    "morphologizer_loss":1648.5834716558,
+    "trainable_lemmatizer_loss":166.4619438377,
+    "parser_loss":9300.4593325223
   },
   "requirements":[
 

morphologizer/cfg

@@ -4,164 +4,390 @@
   "labels_morph":{
     "POS=PROPN":"",
     "POS=AUX":"",
-    "Definite=Ind|POS=DET|PronType=Art":"Definite=Ind|PronType=Art",
+    "POS=DET|PronType=Ind":"PronType=Ind",
     "Number=Sing|POS=NOUN":"Number=Sing",
     "POS=PRON|PronType=Rel":"PronType=Rel",
-    "Mood=Ind|POS=VERB|Voice=Pass":"Mood=Ind|Voice=Pass",
+    "Number=Sing|POS=VERB|Voice=Pass":"Number=Sing|Voice=Pass",
     "POS=ADP":"",
     "POS=PUNCT":"",
+    "Number=Sing|POS=PROPN":"Number=Sing",
     "POS=NOUN":"",
     "POS=ADV":"",
     "POS=CCONJ":"",
-    "POS=SCONJ":"",
-    "Mood=Ind|POS=VERB|Voice=Act":"Mood=Ind|Voice=Act",
+    "Number=Sing|POS=VERB|Voice=Act":"Number=Sing|Voice=Act",
     "POS=VERB":"",
     "POS=DET|PronType=Tot":"PronType=Tot",
-    "Number=Sing|POS=PRON|Person=3|PronType=Prs":"Number=Sing|Person=3|PronType=Prs",
+    "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3":"Number=Sing|Number[psor]=Sing|Person[psor]=3",
+    "POS=SCONJ":"",
     "Number=Plur|POS=PRON|Person=3|PronType=Prs":"Number=Plur|Person=3|PronType=Prs",
-    "POS=PRON|PronType=Prs|Reflex=Yes":"PronType=Prs|Reflex=Yes",
     "POS=DET|PronType=Dem":"PronType=Dem",
     "NumType=Card|POS=NUM":"NumType=Card",
-    "POS=ADJ":"",
-    "Number=Plur|POS=DET|PronType=Ind":"Number=Plur|PronType=Ind",
-    "NumType=Card|POS=NUM|PronType=Tot":"NumType=Card|PronType=Tot",
-    "POS=PART|Polarity=Neg":"Polarity=Neg",
+    "Degree=Pos|Number=Sing|POS=NOUN":"Degree=Pos|Number=Sing",
+    "Degree=Pos|Number=Sing|POS=ADJ":"Degree=Pos|Number=Sing",
+    "NumType=Card|POS=DET|PronType=Ind":"NumType=Card|PronType=Ind",
+    "Degree=Pos|Number=Sing|POS=ADP":"Degree=Pos|Number=Sing",
+    "Number[psor]=Sing|POS=NOUN|Person[psor]=3":"Number[psor]=Sing|Person[psor]=3",
+    "Number=Sing|POS=VERB":"Number=Sing",
     "POS=PRON|PronType=Int":"PronType=Int",
-    "NumType=Ord|POS=ADJ":"NumType=Ord",
-    "POS=PART":"",
+    "Number=Sing|POS=ADV|Voice=Act":"Number=Sing|Voice=Act",
+    "Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=3|Voice=Act":"Number=Sing|Number[psor]=Sing|Person[psor]=3|Voice=Act",
+    "Number=Sing|POS=ADP|Voice=Act":"Number=Sing|Voice=Act",
+    "POS=ADJ":"",
+    "Number[psor]=Sing|POS=ADP|Person[psor]=3":"Number[psor]=Sing|Person[psor]=3",
+    "Degree=Pos|Number=Sing|POS=DET":"Degree=Pos|Number=Sing",
+    "Degree=Pos|Number=Sing|POS=VERB":"Degree=Pos|Number=Sing",
     "POS=PRON|PronType=Dem":"PronType=Dem",
-    "POS=DET|PronType=Ind":"PronType=Ind",
-    "Number=Plur|POS=NOUN":"Number=Plur",
+    "POS=PART|Polarity=Neg":"Polarity=Neg",
+    "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3":"Degree=Pos|Number=Sing|Number[psor]=Sing|Person[psor]=3",
     "Number=Sing|POS=PRON|Person=1|Polite=Form|PronType=Prs":"Number=Sing|Person=1|Polite=Form|PronType=Prs",
+    "Number=Sing|POS=ADJ":"Number=Sing",
+    "Number=Sing|POS=PRON|Person=3|PronType=Prs":"Number=Sing|Person=3|PronType=Prs",
+    "POS=SYM":"",
     "POS=ADV|PronType=Int":"PronType=Int",
     "Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Clusivity=In|Number=Plur|Person=1|PronType=Prs",
-    "Definite=Def|POS=DET|PronType=Art":"Definite=Def|PronType=Art",
-    "POS=SYM":"",
-    "Degree=Sup|POS=ADJ":"Degree=Sup",
-    "POS=INTJ":"",
+    "Number=Sing|POS=ADJ|Voice=Act":"Number=Sing|Voice=Act",
+    "Degree=Pos|Number=Sing|POS=PROPN":"Degree=Pos|Number=Sing",
+    "Degree=Pos|Number=Sing|POS=ADV":"Degree=Pos|Number=Sing",
+    "Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=3|Voice=Pass":"Number=Sing|Number[psor]=Sing|Person[psor]=3|Voice=Pass",
+    "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3|Voice=Act":"Number=Sing|Number[psor]=Sing|Person[psor]=3|Voice=Act",
+    "Number=Sing|POS=PROPN|Voice=Act":"Number=Sing|Voice=Act",
+    "Number=Sing|POS=NOUN|Voice=Act":"Number=Sing|Voice=Act",
+    "POS=DET":"",
+    "Number=Sing|POS=DET|Voice=Act":"Number=Sing|Voice=Act",
+    "NumType=Card|POS=PRON|PronType=Ind":"NumType=Card|PronType=Ind",
+    "Number=Sing|Number[psor]=Sing|POS=ADV|Person[psor]=3":"Number=Sing|Number[psor]=Sing|Person[psor]=3",
+    "Number=Sing|POS=DET":"Number=Sing",
+    "Number=Sing|POS=ADJ|Voice=Pass":"Number=Sing|Voice=Pass",
+    "POS=CCONJ|PronType=Dem":"PronType=Dem",
+    "Number=Sing|POS=ADP":"Number=Sing",
+    "Number=Sing|POS=ADV":"Number=Sing",
     "Number=Sing|POS=PRON|Person=2|Polite=Infm|PronType=Prs":"Number=Sing|Person=2|Polite=Infm|PronType=Prs",
-    "POS=ADV|PronType=Ind":"PronType=Ind",
+    "Number[psor]=Sing|POS=NOUN|Person[psor]=2":"Number[psor]=Sing|Person[psor]=2",
+    "Number=Plur|Number[psor]=Sing|POS=NOUN|Person[psor]=2":"Number=Plur|Number[psor]=Sing|Person[psor]=2",
+    "Number=Sing|POS=PRON":"Number=Sing",
+    "POS=PRON":"",
+    "NumType=Card|POS=ADV|PronType=Ind":"NumType=Card|PronType=Ind",
+    "NumType=Card|Number[psor]=Sing|POS=NUM|Person[psor]=3":"NumType=Card|Number[psor]=Sing|Person[psor]=3",
     "Number=Sing|POS=PRON|Person=3|Polite=Form|PronType=Prs":"Number=Sing|Person=3|Polite=Form|PronType=Prs",
-    "Number=Sing|POS=PRON|Person=1|Polite=Infm|PronType=Prs":"Number=Sing|Person=1|Polite=Infm|PronType=Prs",
-    "Number=Sing|POS=PRON|PronType=Ind":"Number=Sing|PronType=Ind",
-    "POS=VERB|Voice=Act":"Voice=Act",
-    "POS=DET|PronType=Emp":"PronType=Emp",
-    "POS=VERB|Voice=Pass":"Voice=Pass",
+    "POS=DET|PronType=Int":"PronType=Int",
+    "Number=Sing|Number[psor]=Sing|POS=PROPN|Person[psor]=3":"Number=Sing|Number[psor]=Sing|Person[psor]=3",
+    "Number=Sing|Number[psor]=Sing|POS=PROPN|Person[psor]=1":"Number=Sing|Number[psor]=Sing|Person[psor]=1",
+    "Degree=Pos|Number=Sing|POS=SCONJ":"Degree=Pos|Number=Sing",
+    "POS=PRON|PronType=Ind":"PronType=Ind",
+    "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3|Voice=Pass":"Number=Sing|Number[psor]=Sing|Person[psor]=3|Voice=Pass",
+    "POS=VERB|PronType=Ind":"PronType=Ind",
+    "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=ADJ|Person[psor]=3":"Degree=Pos|Number=Sing|Number[psor]=Sing|Person[psor]=3",
+    "Number=Sing|POS=SCONJ":"Number=Sing",
+    "Degree=Sup|Number=Sing|Number[psor]=Sing|POS=ADJ|Person[psor]=3":"Degree=Sup|Number=Sing|Number[psor]=Sing|Person[psor]=3",
+    "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=ADP|Person[psor]=3":"Degree=Pos|Number=Sing|Number[psor]=Sing|Person[psor]=3",
+    "Number=Plur|Number[psor]=Sing|POS=NOUN|Person[psor]=3":"Number=Plur|Number[psor]=Sing|Person[psor]=3",
+    "Number=Plur|POS=NOUN":"Number=Plur",
     "POS=ADV|PronType=Dem":"PronType=Dem",
-    "POS=NOUN|Typo=Yes":"Typo=Yes",
-    "POS=ADP|Typo=Yes":"Typo=Yes",
-    "Number=Plur|POS=PRON|PronType=Ind":"Number=Plur|PronType=Ind",
-    "POS=VERB|Typo=Yes|Voice=Pass":"Typo=Yes|Voice=Pass",
-    "POS=X":"",
+    "Number=Sing|POS=VERB|Person=1|Voice=Act":"Number=Sing|Person=1|Voice=Act",
+    "Degree=Sup|Number=Sing|POS=ADJ":"Degree=Sup|Number=Sing",
+    "Number=Sing|POS=ADP|Voice=Pass":"Number=Sing|Voice=Pass",
+    "Number[psor]=Sing|POS=PART|Person[psor]=3":"Number[psor]=Sing|Person[psor]=3",
+    "Number=Sing|POS=NOUN|Voice=Pass":"Number=Sing|Voice=Pass",
+    "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=CCONJ|Person[psor]=3":"Degree=Pos|Number=Sing|Number[psor]=Sing|Person[psor]=3",
+    "POS=PART":"",
+    "Number=Sing|Number[psor]=Sing|POS=PART|Person[psor]=3|Voice=Pass":"Number=Sing|Number[psor]=Sing|Person[psor]=3|Voice=Pass",
+    "Degree=Sup|Number=Sing|POS=ADV":"Degree=Sup|Number=Sing",
+    "Number=Sing|POS=PRON|Voice=Act":"Number=Sing|Voice=Act",
+    "Number=Sing|Number[psor]=Sing|POS=PROPN|Person[psor]=3|Voice=Act":"Number=Sing|Number[psor]=Sing|Person[psor]=3|Voice=Act",
+    "Gender=Masc|Number=Sing|POS=PROPN":"Gender=Masc|Number=Sing",
+    "Number[psor]=Sing|POS=PRON|Person[psor]=3|PronType=Tot":"Number[psor]=Sing|Person[psor]=3|PronType=Tot",
+    "Degree=Pos|Number=Sing|POS=X":"Degree=Pos|Number=Sing",
     "POS=PRON|PronType=Tot":"PronType=Tot",
-    "POS=SCONJ|Typo=Yes":"Typo=Yes",
-    "Number=Plur|POS=PRON|Person=2|Polite=Infm|PronType=Prs":"Number=Plur|Person=2|Polite=Infm|PronType=Prs",
-    "NumType=Card|POS=NUM|Typo=Yes":"NumType=Card|Typo=Yes",
+    "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=ADV|Person[psor]=3":"Degree=Pos|Number=Sing|Number[psor]=Sing|Person[psor]=3",
+    "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=3":"Degree=Pos|Number=Sing|Number[psor]=Sing|Person[psor]=3",
+    "Number=Sing|Number[psor]=Sing|POS=ADP|Person[psor]=3":"Number=Sing|Number[psor]=Sing|Person[psor]=3",
+    "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=2":"Number=Sing|Number[psor]=Sing|Person[psor]=2",
+    "POS=SCONJ|PronType=Int":"PronType=Int",
+    "Number=Plur|POS=PRON|Person=2|PronType=Prs":"Number=Plur|Person=2|PronType=Prs",
+    "Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=1|Voice=Act":"Number=Sing|Number[psor]=Sing|Person[psor]=1|Voice=Act",
+    "Number[psor]=Sing|POS=DET|Person[psor]=3":"Number[psor]=Sing|Person[psor]=3",
+    "Number=Sing|Number[psor]=Sing|POS=PRON|Person[psor]=3":"Number=Sing|Number[psor]=Sing|Person[psor]=3",
     "Clusivity=Ex|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
+    "Number=Plur|POS=VERB|Voice=Act":"Number=Plur|Voice=Act",
+    "Number=Sing|Number[psor]=Sing|POS=ADV|Person[psor]=3|Voice=Act":"Number=Sing|Number[psor]=Sing|Person[psor]=3|Voice=Act",
+    "Degree=Pos|Number=Sing|POS=NOUN|Polarity=Neg":"Degree=Pos|Number=Sing|Polarity=Neg",
+    "POS=X":"",
+    "Number[psor]=Sing|POS=ADJ|Person[psor]=3":"Number[psor]=Sing|Person[psor]=3",
+    "Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=3":"Number=Sing|Number[psor]=Sing|Person[psor]=3",
     "Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs":"Number=Sing|Person=2|Polite=Form|PronType=Prs",
-    "Foreign=Yes|POS=X":"Foreign=Yes",
-    "POS=ADV|PronType=Rel":"PronType=Rel",
-    "Mood=Imp|POS=VERB|Voice=Act":"Mood=Imp|Voice=Act",
-    "Number=Sing|POS=NOUN|Typo=Yes":"Number=Sing|Typo=Yes",
-    "POS=PROPN|Typo=Yes":"Typo=Yes",
-    "POS=DET":"",
-    "Number=Sing|POS=DET|PronType=Ind":"Number=Sing|PronType=Ind",
-    "POS=DET|PronType=Ind|Typo=Yes":"PronType=Ind|Typo=Yes",
-    "Abbr=Yes|POS=DET|PronType=Dem":"Abbr=Yes|PronType=Dem",
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