Added (punctuation) spacing information to annotations.

README.md

@@ -67,7 +67,8 @@ A sample instance from the dataset:
 		'lemma': ['”', 'ne', 'da', 'sovražiti', ...], 
 		'ana': ['mte:U', 'mte:L', 'mte:Vd', ...],		
 		'msd': ['UPosTag=PUNCT', 'UPosTag=PART|Polarity=Neg', 'UPosTag=SCONJ', ...], 
-		'ne_tag': [..., 'O', 'B-PER', 'O', ...]
+		'ne_tag': [..., 'O', 'B-PER', 'O', ...],
+                'space_after': [False, True, True, False, ...]
 	}, 
 	'tgt_tokens': ['„', 'Ne', 'da', 'sovražim', ',', 'da', 'ljubim', 'sem', 'na', 'svetu', ',', '”', 'izreče', 'Antigona', 'sebi', 'v', 'bran', 'kralju', 'Kreonu', 'za', 'svoje', 'nasprotno', 'mišljenje', 'pred', 'smrtjo', '.'], 
 	# omitted for conciseness, the format is the same as in 'src_ling_annotations'
@@ -91,9 +92,9 @@ The instance represents a correction in the document 'solar1' (`id_doc`), which
 - `doc_title`: a string containing the assigned document title;  
 - `is_manually_validated`: a bool indicating whether the document in which the sentence appears was reviewed by a teacher;   
 - `src_tokens`: words in the source sentence (`[]` if there is no source sentence);  
-- `src_ling_annotations`: a dict containing the lemmas (key `"lemma"`), morphosyntactic descriptions using UD (key `"msd"`) and JOS/MULTEXT-East (key `"ana"`) specification, and named entity tags encoded using IOB2 (key `"ne_tag"`) for the source tokens (**automatically annotated**);   
+- `src_ling_annotations`: a dict containing the lemmas (key `"lemma"`), morphosyntactic descriptions using UD (key `"msd"`) and JOS/MULTEXT-East (key `"ana"`) specification, named entity tags encoded using IOB2 (key `"ne_tag"`) for the source tokens (**automatically annotated**), and spacing information (key `"space_after"`), i.e. whether there is a whitespace after each token;   
 - `tgt_tokens`: words in the target sentence (`[]` if there is no target sentence);  
-- `tgt_ling_annotations`: a dict containing the lemmas (key `"lemma"`), morphosyntactic descriptions using UD (key `"msd"`) and JOS/MULTEXT-East (key `"ana"`) specification, and named entity tags encoded using IOB2 (key `"ne_tag"`) for the target tokens (**automatically annotated**);
+- `tgt_ling_annotations`: a dict containing the lemmas (key `"lemma"`), morphosyntactic descriptions using UD (key `"msd"`) and JOS/MULTEXT-East (key `"ana"`) specification, named entity tags encoded using IOB2 (key `"ne_tag"`) for the target tokens (**automatically annotated**), and spacing information (key `"space_after"`), i.e. whether there is a whitespace after each token;
 - `corrections`: a list of the corrections, with each correction represented with a dictionary, containing the indices of the source tokens involved (`idx_src`), target tokens involved (`idx_tgt`), and the categories of the corrections made (`corr_types`). Please note that there can be multiple assigned categories for one annotated correction, in which case `len(corr_types) > 1`.  
 
 

dataset_infos.json

@@ -1 +1 @@
-{"default": {"description": "\u0160olar is a developmental corpus of 5485 school texts (e.g., essays), written by students in Slovenian secondary schools \n(age 15-19) and pupils in the 7th-9th grade of primary school (13-15), with a small percentage also from the 6th grade. \nPart of the corpus (2,094 texts) is annotated with teachers' corrections using a system of labels described in the \ndocument available at https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Smernice-za-oznacevanje-korpusa-Solar_V1.1.pdf (in Slovenian).\n", "citation": "@misc{solar3.0,\n    title = {Developmental corpus {\u000b S}olar 3.0},\n    author = {Arhar Holdt, {\u000b S}pela and Rozman, Tadeja and Stritar Ku{\u000b c}uk, Mojca and Krek, Simon and Krap{\u000b s} Vodopivec, Irena and Stabej, Marko and Pori, Eva and Goli, Teja and Lavri{\u000b c}, Polona and Laskowski, Cyprian and Kocjan{\u000b c}i{\u000b c}, Polonca and Klemenc, Bojan and Krsnik, Luka and Kosem, Iztok},\n    url = {http://hdl.handle.net/11356/1589},\n    note = {Slovenian language resource repository {CLARIN}.{SI}},\n    year = {2022}\n}\n", "homepage": "http://hdl.handle.net/11356/1589", "license": "Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)", "features": {"id_doc": {"dtype": "string", "id": null, "_type": "Value"}, "doc_title": {"dtype": "string", "id": null, "_type": "Value"}, "is_manually_validated": {"dtype": "bool", "id": null, "_type": "Value"}, "id_src_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "src_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "id_tgt_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "tgt_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corrections": [{"idx_src": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "idx_tgt": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corr_types": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}]}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "solar3", "config_name": "default", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 120154479, "num_examples": 125867, "dataset_name": "solar3"}}, "download_checksums": {"https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Solar.TEI.zip": {"num_bytes": 99287852, "checksum": "188945c90c663cc34c77c6aefd40357b60b88436b3d9fd53f24304c927ac1cbf"}}, "download_size": 99287852, "post_processing_size": null, "dataset_size": 120154479, "size_in_bytes": 219442331}, "sentence_level": {"description": "\u0160olar is a developmental corpus of 5485 school texts (e.g., essays), written by students in Slovenian secondary schools \n(age 15-19) and pupils in the 7th-9th grade of primary school (13-15), with a small percentage also from the 6th grade. \nPart of the corpus (1516 texts) is annotated with teachers' corrections using a system of labels described in the \ndocument available at https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Smernice-za-oznacevanje-korpusa-Solar_V1.1.pdf (in Slovenian).\n", "citation": "@misc{solar3.0,\n    title = {Developmental corpus {\u000b S}olar 3.0},\n    author = {Arhar Holdt, {\u000b S}pela and Rozman, Tadeja and Stritar Ku{\u000b c}uk, Mojca and Krek, Simon and Krap{\u000b s} Vodopivec, Irena and Stabej, Marko and Pori, Eva and Goli, Teja and Lavri{\u000b c}, Polona and Laskowski, Cyprian and Kocjan{\u000b c}i{\u000b c}, Polonca and Klemenc, Bojan and Krsnik, Luka and Kosem, Iztok},\n    url = {http://hdl.handle.net/11356/1589},\n    note = {Slovenian language resource repository {CLARIN}.{SI}},\n    year = {2022}\n}\n", "homepage": "http://hdl.handle.net/11356/1589", "license": "Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)", "features": {"id_doc": {"dtype": "string", "id": null, "_type": "Value"}, "doc_title": {"dtype": "string", "id": null, "_type": "Value"}, "is_manually_validated": {"dtype": "bool", "id": null, "_type": "Value"}, "src_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "src_ling_annotations": {"lemma": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ana": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "msd": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ne_tag": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "tgt_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "tgt_ling_annotations": {"lemma": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ana": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "msd": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ne_tag": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "corrections": [{"idx_src": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "idx_tgt": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corr_types": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}]}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "solar3", "config_name": "sentence_level", "version": {"version_str": "3.0.2", "description": null, "major": 3, "minor": 0, "patch": 2}, "splits": {"train": {"name": "train", "num_bytes": 317733578, "num_examples": 125867, "dataset_name": "solar3"}}, "download_checksums": {"https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Solar.TEI.zip": {"num_bytes": 99287852, "checksum": "188945c90c663cc34c77c6aefd40357b60b88436b3d9fd53f24304c927ac1cbf"}}, "download_size": 99287852, "post_processing_size": null, "dataset_size": 317733578, "size_in_bytes": 417021430}, "document_level": {"description": "\u0160olar is a developmental corpus of 5485 school texts (e.g., essays), written by students in Slovenian secondary schools \n(age 15-19) and pupils in the 7th-9th grade of primary school (13-15), with a small percentage also from the 6th grade. \nPart of the corpus (1516 texts) is annotated with teachers' corrections using a system of labels described in the \ndocument available at https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Smernice-za-oznacevanje-korpusa-Solar_V1.1.pdf (in Slovenian).\n", "citation": "@misc{solar3.0,\n    title = {Developmental corpus {\u000b S}olar 3.0},\n    author = {Arhar Holdt, {\u000b S}pela and Rozman, Tadeja and Stritar Ku{\u000b c}uk, Mojca and Krek, Simon and Krap{\u000b s} Vodopivec, Irena and Stabej, Marko and Pori, Eva and Goli, Teja and Lavri{\u000b c}, Polona and Laskowski, Cyprian and Kocjan{\u000b c}i{\u000b c}, Polonca and Klemenc, Bojan and Krsnik, Luka and Kosem, Iztok},\n    url = {http://hdl.handle.net/11356/1589},\n    note = {Slovenian language resource repository {CLARIN}.{SI}},\n    year = {2022}\n}\n", "homepage": "http://hdl.handle.net/11356/1589", "license": "Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)", "features": {"id_doc": {"dtype": "string", "id": null, "_type": "Value"}, "doc_title": {"dtype": "string", "id": null, "_type": "Value"}, "is_manually_validated": {"dtype": "bool", "id": null, "_type": "Value"}, "src_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "src_ling_annotations": {"lemma": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ana": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "msd": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ne_tag": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "tgt_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "tgt_ling_annotations": {"lemma": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ana": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "msd": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ne_tag": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "corrections": [{"idx_src": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "idx_tgt": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corr_types": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}]}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "solar3", "config_name": "document_level", "version": {"version_str": "3.0.2", "description": null, "major": 3, "minor": 0, "patch": 2}, "splits": {"train": {"name": "train", "num_bytes": 305646012, "num_examples": 5485, "dataset_name": "solar3"}}, "download_checksums": {"https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Solar.TEI.zip": {"num_bytes": 99287852, "checksum": "188945c90c663cc34c77c6aefd40357b60b88436b3d9fd53f24304c927ac1cbf"}}, "download_size": 99287852, "post_processing_size": null, "dataset_size": 305646012, "size_in_bytes": 404933864}}
+{"default": {"description": "\u0160olar is a developmental corpus of 5485 school texts (e.g., essays), written by students in Slovenian secondary schools \n(age 15-19) and pupils in the 7th-9th grade of primary school (13-15), with a small percentage also from the 6th grade. \nPart of the corpus (2,094 texts) is annotated with teachers' corrections using a system of labels described in the \ndocument available at https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Smernice-za-oznacevanje-korpusa-Solar_V1.1.pdf (in Slovenian).\n", "citation": "@misc{solar3.0,\n    title = {Developmental corpus {\u000b S}olar 3.0},\n    author = {Arhar Holdt, {\u000b S}pela and Rozman, Tadeja and Stritar Ku{\u000b c}uk, Mojca and Krek, Simon and Krap{\u000b s} Vodopivec, Irena and Stabej, Marko and Pori, Eva and Goli, Teja and Lavri{\u000b c}, Polona and Laskowski, Cyprian and Kocjan{\u000b c}i{\u000b c}, Polonca and Klemenc, Bojan and Krsnik, Luka and Kosem, Iztok},\n    url = {http://hdl.handle.net/11356/1589},\n    note = {Slovenian language resource repository {CLARIN}.{SI}},\n    year = {2022}\n}\n", "homepage": "http://hdl.handle.net/11356/1589", "license": "Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)", "features": {"id_doc": {"dtype": "string", "id": null, "_type": "Value"}, "doc_title": {"dtype": "string", "id": null, "_type": "Value"}, "is_manually_validated": {"dtype": "bool", "id": null, "_type": "Value"}, "id_src_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "src_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "id_tgt_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "tgt_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corrections": [{"idx_src": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "idx_tgt": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corr_types": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}]}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "solar3", "config_name": "default", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 120154479, "num_examples": 125867, "dataset_name": "solar3"}}, "download_checksums": {"https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Solar.TEI.zip": {"num_bytes": 99287852, "checksum": "188945c90c663cc34c77c6aefd40357b60b88436b3d9fd53f24304c927ac1cbf"}}, "download_size": 99287852, "post_processing_size": null, "dataset_size": 120154479, "size_in_bytes": 219442331}, "sentence_level": {"description": "\u0160olar is a developmental corpus of 5485 school texts (e.g., essays), written by students in Slovenian secondary schools \n(age 15-19) and pupils in the 7th-9th grade of primary school (13-15), with a small percentage also from the 6th grade. \nPart of the corpus (1516 texts) is annotated with teachers' corrections using a system of labels described in the \ndocument available at https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Smernice-za-oznacevanje-korpusa-Solar_V1.1.pdf (in Slovenian).\n", "citation": "@misc{solar3.0,\n    title = {Developmental corpus {\u000b S}olar 3.0},\n    author = {Arhar Holdt, {\u000b S}pela and Rozman, Tadeja and Stritar Ku{\u000b c}uk, Mojca and Krek, Simon and Krap{\u000b s} Vodopivec, Irena and Stabej, Marko and Pori, Eva and Goli, Teja and Lavri{\u000b c}, Polona and Laskowski, Cyprian and Kocjan{\u000b c}i{\u000b c}, Polonca and Klemenc, Bojan and Krsnik, Luka and Kosem, Iztok},\n    url = {http://hdl.handle.net/11356/1589},\n    note = {Slovenian language resource repository {CLARIN}.{SI}},\n    year = {2022}\n}\n", "homepage": "http://hdl.handle.net/11356/1589", "license": "Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)", "features": {"id_doc": {"dtype": "string", "id": null, "_type": "Value"}, "doc_title": {"dtype": "string", "id": null, "_type": "Value"}, "is_manually_validated": {"dtype": "bool", "id": null, "_type": "Value"}, "src_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "src_ling_annotations": {"lemma": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ana": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "msd": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ne_tag": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "space_after": {"feature": {"dtype": "bool", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "tgt_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "tgt_ling_annotations": {"lemma": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ana": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "msd": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ne_tag": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "space_after": {"feature": {"dtype": "bool", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "corrections": [{"idx_src": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "idx_tgt": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corr_types": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}]}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "solar3", "config_name": "sentence_level", "version": {"version_str": "3.0.2", "description": null, "major": 3, "minor": 0, "patch": 2}, "splits": {"train": {"name": "train", "num_bytes": 319173974, "num_examples": 125867, "dataset_name": "solar3"}}, "download_checksums": {"https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Solar.TEI.zip": {"num_bytes": 99287852, "checksum": "188945c90c663cc34c77c6aefd40357b60b88436b3d9fd53f24304c927ac1cbf"}}, "download_size": 99287852, "post_processing_size": null, "dataset_size": 319173974, "size_in_bytes": 418461826}, "document_level": {"description": "\u0160olar is a developmental corpus of 5485 school texts (e.g., essays), written by students in Slovenian secondary schools \n(age 15-19) and pupils in the 7th-9th grade of primary school (13-15), with a small percentage also from the 6th grade. \nPart of the corpus (1516 texts) is annotated with teachers' corrections using a system of labels described in the \ndocument available at https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Smernice-za-oznacevanje-korpusa-Solar_V1.1.pdf (in Slovenian).\n", "citation": "@misc{solar3.0,\n    title = {Developmental corpus {\u000b S}olar 3.0},\n    author = {Arhar Holdt, {\u000b S}pela and Rozman, Tadeja and Stritar Ku{\u000b c}uk, Mojca and Krek, Simon and Krap{\u000b s} Vodopivec, Irena and Stabej, Marko and Pori, Eva and Goli, Teja and Lavri{\u000b c}, Polona and Laskowski, Cyprian and Kocjan{\u000b c}i{\u000b c}, Polonca and Klemenc, Bojan and Krsnik, Luka and Kosem, Iztok},\n    url = {http://hdl.handle.net/11356/1589},\n    note = {Slovenian language resource repository {CLARIN}.{SI}},\n    year = {2022}\n}\n", "homepage": "http://hdl.handle.net/11356/1589", "license": "Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)", "features": {"id_doc": {"dtype": "string", "id": null, "_type": "Value"}, "doc_title": {"dtype": "string", "id": null, "_type": "Value"}, "is_manually_validated": {"dtype": "bool", "id": null, "_type": "Value"}, "src_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "src_ling_annotations": {"lemma": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ana": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "msd": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ne_tag": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "space_after": {"feature": {"dtype": "bool", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "tgt_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "tgt_ling_annotations": {"lemma": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ana": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "msd": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ne_tag": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "space_after": {"feature": {"dtype": "bool", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "corrections": [{"idx_src": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "idx_tgt": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corr_types": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}]}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "solar3", "config_name": "document_level", "version": {"version_str": "3.0.2", "description": null, "major": 3, "minor": 0, "patch": 2}, "splits": {"train": {"name": "train", "num_bytes": 306153740, "num_examples": 5485, "dataset_name": "solar3"}}, "download_checksums": {"https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Solar.TEI.zip": {"num_bytes": 99287852, "checksum": "188945c90c663cc34c77c6aefd40357b60b88436b3d9fd53f24304c927ac1cbf"}}, "download_size": 99287852, "post_processing_size": null, "dataset_size": 306153740, "size_in_bytes": 405441592}}

solar3.py

@@ -52,8 +52,9 @@ def resolve_element(tag_el, ne_tag: Optional[str] = "O"):
         msd = tag_el.attrib["msd"]  # UD specifications
         ret_ne_tag = ne_tag
         id_tag = tag_el.attrib[f"{XML_NAMESPACE}id"]
+        space_after = False if "join" in tag_el.attrib and tag_el.attrib["join"]=="right" else True
 
-        return [(id_tag, form, lemma, ana, msd, ret_ne_tag)]
+        return [(id_tag, form, lemma, ana, msd, ret_ne_tag, space_after)]
     # Named entities: words and punctuation nested directly below current element
     elif tag_el.tag.endswith("seg"):
         anns = []
@@ -108,7 +109,7 @@ def read_data(data_path):
         for idx_par, curr_par in enumerate(curr_text.iterfind(f".//{NAMESPACE}p")):
             for idx_sent, curr_sent in enumerate(curr_par.iterfind(f".//{NAMESPACE}s")):
                 id_sent = curr_sent.attrib[f"{XML_NAMESPACE}id"]
-                ids, forms, lemmas, msds, nes = [], [], [], [], []
+                ids, forms, lemmas, msds, nes, spaces_after = [], [], [], [], [], []
                 msds_jos, msds_ud = [], []
                 for curr_el in curr_sent:
                     curr_annotations = resolve_element(curr_el)
@@ -119,11 +120,12 @@ def read_data(data_path):
                         msds_jos.append(curr_ann[3])
                         msds_ud.append(curr_ann[4])
                         nes.append(curr_ann[5])
+                        spaces_after.append(curr_ann[6])
 
                 data[id_sent] = {
                     "id_doc": id_text,
                     "doc_title": text_title,
-                    "id_token": ids, "form": forms, "lemma": lemmas, "ana": msds_jos, "msd": msds_ud, "ne_tag": nes,
+                    "id_token": ids, "form": forms, "lemma": lemmas, "ana": msds_jos, "msd": msds_ud, "ne_tag": nes, "space_after": spaces_after,
                     "is_manually_validated": is_manually_validated
                 }
 
@@ -156,14 +158,16 @@ class Solar3(datasets.GeneratorBasedBuilder):
                     "lemma": datasets.Sequence(datasets.Value("string")),
                     "ana": datasets.Sequence(datasets.Value("string")),
                     "msd": datasets.Sequence(datasets.Value("string")),
-                    "ne_tag": datasets.Sequence(datasets.Value("string"))
+                    "ne_tag": datasets.Sequence(datasets.Value("string")),
+                    "space_after": datasets.Sequence(datasets.Value("bool"))
                 },
                 "tgt_tokens": datasets.Sequence(datasets.Value("string")),
                 "tgt_ling_annotations": {
                     "lemma": datasets.Sequence(datasets.Value("string")),
                     "ana": datasets.Sequence(datasets.Value("string")),
                     "msd": datasets.Sequence(datasets.Value("string")),
-                    "ne_tag": datasets.Sequence(datasets.Value("string"))
+                    "ne_tag": datasets.Sequence(datasets.Value("string")),
+                    "space_after": datasets.Sequence(datasets.Value("bool"))
                 },
                 "corrections": [
                     {
@@ -228,6 +232,7 @@ class Solar3(datasets.GeneratorBasedBuilder):
                     src_sent_data["ana"].extend(curr_sent_data["ana"])
                     src_sent_data["msd"].extend(curr_sent_data["msd"])
                     src_sent_data["ne_tag"].extend(curr_sent_data["ne_tag"])
+                    src_sent_data["space_after"].extend(curr_sent_data["space_after"])
 
                 id_doc = src_sent_data["id_doc"]
                 doc_title = src_sent_data["doc_title"]
@@ -245,6 +250,7 @@ class Solar3(datasets.GeneratorBasedBuilder):
                     tgt_sent_data["ana"].extend(curr_sent_data["ana"])
                     tgt_sent_data["msd"].extend(curr_sent_data["msd"])
                     tgt_sent_data["ne_tag"].extend(curr_sent_data["ne_tag"])
+                    tgt_sent_data["space_after"].extend(curr_sent_data["space_after"])
 
                 id_doc = tgt_sent_data["id_doc"]
                 doc_title = tgt_sent_data["doc_title"]
@@ -285,7 +291,8 @@ class Solar3(datasets.GeneratorBasedBuilder):
                     "lemma": src_sent_data.get("lemma", []),
                     "ana": src_sent_data.get("ana", []),
                     "msd": src_sent_data.get("msd", []),
-                    "ne_tag": src_sent_data.get("ne_tag", [])
+                    "ne_tag": src_sent_data.get("ne_tag", []),
+                    "space_after": src_sent_data.get("space_after", [])
                 },
                 "id_tgt_tokens": tgt_sent_data.get("id_token", []),
                 "tgt_tokens": tgt_sent_data.get("form", []),
@@ -293,7 +300,8 @@ class Solar3(datasets.GeneratorBasedBuilder):
                     "lemma": tgt_sent_data.get("lemma", []),
                     "ana": tgt_sent_data.get("ana", []),
                     "msd": tgt_sent_data.get("msd", []),
-                    "ne_tag": tgt_sent_data.get("ne_tag", [])
+                    "ne_tag": tgt_sent_data.get("ne_tag", []),
+                    "space_after": tgt_sent_data.get("space_after", [])
                 },
                 "corrections": corr_data
             }
@@ -305,8 +313,8 @@ class Solar3(datasets.GeneratorBasedBuilder):
             curr_instances = map(lambda tup: tup[1], curr_group)  # remove the redundant index info from datasets
 
             src_tokens, tgt_tokens, mapped_corrections = [], [], []
-            src_ling_anns = {"lemma": [], "ana": [], "msd": [], "ne_tag": []}
-            tgt_ling_anns = {"lemma": [], "ana": [], "msd": [], "ne_tag": []}
+            src_ling_anns = {"lemma": [], "ana": [], "msd": [], "ne_tag": [], "space_after": []}
+            tgt_ling_anns = {"lemma": [], "ana": [], "msd": [], "ne_tag": [], "space_after": []}
             seen_src_tokens, seen_tgt_tokens = {}, {}
             # Need to keep the current base position of source and target tokens AND previous base position:
             # A source may map into multiple targets (or vice versa), but we do not want to write it twice in a doc.
@@ -332,6 +340,7 @@ class Solar3(datasets.GeneratorBasedBuilder):
                         src_ling_anns["ana"].append(curr_src_anns["ana"][idx_position])
                         src_ling_anns["msd"].append(curr_src_anns["msd"][idx_position])
                         src_ling_anns["ne_tag"].append(curr_src_anns["ne_tag"][idx_position])
+                        src_ling_anns["space_after"].append(curr_src_anns["space_after"][idx_position])
 
                         seen_src_tokens[id_tok] = tok
                         num_added_src += 1
@@ -343,6 +352,7 @@ class Solar3(datasets.GeneratorBasedBuilder):
                         tgt_ling_anns["ana"].append(curr_tgt_anns["ana"][idx_position])
                         tgt_ling_anns["msd"].append(curr_tgt_anns["msd"][idx_position])
                         tgt_ling_anns["ne_tag"].append(curr_tgt_anns["ne_tag"][idx_position])
+                        tgt_ling_anns["space_after"].append(curr_tgt_anns["space_after"][idx_position])
 
                         seen_tgt_tokens[id_tok] = tok
                         num_added_tgt += 1
@@ -389,3 +399,4 @@ class Solar3(datasets.GeneratorBasedBuilder):
                 yield i, {_k: _v for _k, _v in instance.items() if _k not in {"id_src_tokens", "id_tgt_tokens"}}
         else:
             yield from list(Solar3.aggregate_docs(sent_level_data))
+