Update files from the datasets library (from 1.0.2)

Release notes: https://github.com/huggingface/datasets/releases/tag/1.0.2

dataset_infos.json

@@ -1 +1 @@
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Please see the source to see\nthe correct citation for each contained dataset.", "homepage": "http://ritual.uh.edu/lince", "license": "", "features": {"idx": {"dtype": "int32", "id": null, "_type": "Value"}, "tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lid": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": {"features": null, "resources_checksums": {"train": {}, "validation": {}, "test": {}}}, "supervised_keys": null, "builder_name": "lince", "config_name": "lid_hineng", "version": {"version_str": "1.0.0", "description": "The Linguistic Code-switching Evaluation (LinCE) benchmark", "datasets_version_to_prepare": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1662284, "num_examples": 4823, "dataset_name": "lince"}, "validation": {"name": "validation", "num_bytes": 268930, "num_examples": 744, "dataset_name": "lince"}, "test": {"name": "test", "num_bytes": 456850, "num_examples": 1854, "dataset_name": "lince"}}, "download_checksums": {"https://ritual.uh.edu/lince/libaccess/eyJ1c2VybmFtZSI6ICJodWdnaW5nZmFjZSBubHAiLCAidXNlcl9pZCI6IDExMSwgImVtYWlsIjogImR1bW15QGVtYWlsLmNvbSJ9/lid_hineng.zip": {"num_bytes": 432854, "checksum": "b36a28c1b05f8575952f8a245edce20ab8e21543c6e11feb80220681a4c81068"}}, "download_size": 432854, "post_processing_size": 0, "dataset_size": 2388064, "size_in_bytes": 2820918}, "lid_msaea": {"description": "LinCE is a centralized Linguistic Code-switching Evaluation benchmark \n(https://ritual.uh.edu/lince/) that contains data for training and evaluating\nNLP systems on code-switching tasks.\n", "citation": "\n@inproceedings{molina-etal-2016-overview,\n   title = \"Overview for the Second Shared Task on Language Identification in Code-Switched Data\",\n   author = \"Molina, Giovanni and\n             AlGhamdi, Fahad and\n             Ghoneim, Mahmoud and\n             Hawwari, Abdelati and\n             Rey-Villamizar, Nicolas and\n             Diab, Mona and\n             Solorio, Thamar\",\n   booktitle = \"Proceedings of the Second Workshop on Computational Approaches to Code Switching\",\n   month = nov,\n   year = \"2016\",\n   address = \"Austin, Texas\",\n   publisher = \"Association for Computational Linguistics\",\n   url = \"https://www.aclweb.org/anthology/W16-5805\",\n   doi = \"10.18653/v1/W16-5805\",\n   pages = \"40--49\",\n}\n\n@inproceedings{aguilar-etal-2020-lince,\n    title = \"{L}in{CE}: A Centralized Benchmark for Linguistic Code-switching Evaluation\",\n    author = \"Aguilar, Gustavo  and\n      Kar, Sudipta  and\n      Solorio, Thamar\",\n    booktitle = \"Proceedings of The 12th Language Resources and Evaluation Conference\",\n    month = may,\n    year = \"2020\",\n    address = \"Marseille, France\",\n    publisher = \"European Language Resources Association\",\n    url = \"https://www.aclweb.org/anthology/2020.lrec-1.223\",\n    pages = \"1803--1813\",\n    language = \"English\",\n    ISBN = \"979-10-95546-34-4\",\n}\n\nNote that each LinCE dataset has its own citation. Please see the source to see\nthe correct citation for each contained dataset.", "homepage": "http://ritual.uh.edu/lince", "license": "", "features": {"idx": {"dtype": "int32", "id": null, "_type": "Value"}, "tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lid": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": {"features": null, "resources_checksums": {"train": {}, "validation": {}, "test": {}}}, "supervised_keys": null, "builder_name": "lince", "config_name": "lid_msaea", "version": {"version_str": "1.0.0", "description": "The Linguistic Code-switching Evaluation (LinCE) benchmark", "datasets_version_to_prepare": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 3804156, "num_examples": 8464, "dataset_name": "lince"}, "validation": {"name": "validation", "num_bytes": 490566, "num_examples": 1116, "dataset_name": "lince"}, "test": {"name": "test", "num_bytes": 590488, "num_examples": 1663, "dataset_name": "lince"}}, "download_checksums": {"https://ritual.uh.edu/lince/libaccess/eyJ1c2VybmFtZSI6ICJodWdnaW5nZmFjZSBubHAiLCAidXNlcl9pZCI6IDExMSwgImVtYWlsIjogImR1bW15QGVtYWlsLmNvbSJ9/lid_msaea.zip": {"num_bytes": 803806, "checksum": "d082217628e702c53a63a2b3a6a7b764f2f9f2ed79d3598a48e3d327081e2913"}}, "download_size": 803806, "post_processing_size": 0, "dataset_size": 4885210, "size_in_bytes": 5689016}, "lid_nepeng": {"description": "LinCE is a centralized Linguistic Code-switching Evaluation benchmark \n(https://ritual.uh.edu/lince/) that contains data for training and evaluating\nNLP systems on code-switching tasks.\n", "citation": "\n@inproceedings{solorio-etal-2014-overview,\n   title = \"Overview for the First Shared Task on Language Identification in Code-Switched Data\",\n   author = \"Solorio, Thamar and\n             Blair, Elizabeth and\n             Maharjan, Suraj and\n             Bethard, Steven and\n             Diab, Mona and\n             Ghoneim, Mahmoud and\n             Hawwari, Abdelati and\n             AlGhamdi, Fahad and\n             Hirschberg, Julia and\n             Chang, Alison and\n             Fung, Pascale\",\n   booktitle = \"Proceedings of the First Workshop on Computational Approaches to Code Switching\",\n   month = oct,\n   year = \"2014\",\n   address = \"Doha, Qatar\",\n   publisher = \"Association for Computational Linguistics\",\n   url = \"https://www.aclweb.org/anthology/W14-3907\",\n   doi = \"10.3115/v1/W14-3907\",\n   pages = \"62--72\",\n}\n\n@inproceedings{aguilar-etal-2020-lince,\n    title = \"{L}in{CE}: A Centralized Benchmark for Linguistic Code-switching Evaluation\",\n    author = \"Aguilar, Gustavo  and\n      Kar, Sudipta  and\n      Solorio, Thamar\",\n    booktitle = \"Proceedings of The 12th Language Resources and Evaluation Conference\",\n    month = may,\n    year = \"2020\",\n    address = \"Marseille, France\",\n    publisher = \"European Language Resources Association\",\n    url = \"https://www.aclweb.org/anthology/2020.lrec-1.223\",\n    pages = \"1803--1813\",\n    language = \"English\",\n    ISBN = \"979-10-95546-34-4\",\n}\n\nNote that each LinCE dataset has its own citation. 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Please see the source to see\nthe correct citation for each contained dataset.", "homepage": "http://ritual.uh.edu/lince", "license": "", "features": {"idx": {"dtype": "int32", "id": null, "_type": "Value"}, "words": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lid": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": {"features": null, "resources_checksums": {"train": {}, "validation": {}, "test": {}}}, "supervised_keys": null, "builder_name": "lince", "config_name": "lid_msaea", "version": {"version_str": "1.0.0", "description": "The Linguistic Code-switching Evaluation (LinCE) benchmark", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 3804156, "num_examples": 8464, "dataset_name": "lince"}, "validation": {"name": "validation", "num_bytes": 490566, "num_examples": 1116, "dataset_name": "lince"}, "test": {"name": "test", "num_bytes": 590488, "num_examples": 1663, "dataset_name": "lince"}}, "download_checksums": {"https://ritual.uh.edu/lince/libaccess/eyJ1c2VybmFtZSI6ICJodWdnaW5nZmFjZSBubHAiLCAidXNlcl9pZCI6IDExMSwgImVtYWlsIjogImR1bW15QGVtYWlsLmNvbSJ9/lid_msaea.zip": {"num_bytes": 803806, "checksum": "d082217628e702c53a63a2b3a6a7b764f2f9f2ed79d3598a48e3d327081e2913"}}, "download_size": 803806, "post_processing_size": 0, "dataset_size": 4885210, "size_in_bytes": 5689016}, "lid_nepeng": {"description": "LinCE is a centralized Linguistic Code-switching Evaluation benchmark\n(https://ritual.uh.edu/lince/) that contains data for training and evaluating\nNLP systems on code-switching tasks.\n", "citation": "\n@inproceedings{solorio-etal-2014-overview,\n   title = \"Overview for the First Shared Task on Language Identification in Code-Switched Data\",\n   author = \"Solorio, Thamar and\n             Blair, Elizabeth and\n             Maharjan, Suraj and\n             Bethard, Steven and\n             Diab, Mona and\n             Ghoneim, Mahmoud and\n             Hawwari, Abdelati and\n             AlGhamdi, Fahad and\n             Hirschberg, Julia and\n             Chang, Alison and\n             Fung, Pascale\",\n   booktitle = \"Proceedings of the First Workshop on Computational Approaches to Code Switching\",\n   month = oct,\n   year = \"2014\",\n   address = \"Doha, Qatar\",\n   publisher = \"Association for Computational Linguistics\",\n   url = \"https://www.aclweb.org/anthology/W14-3907\",\n   doi = \"10.3115/v1/W14-3907\",\n   pages = \"62--72\",\n}\n\n@inproceedings{aguilar-etal-2020-lince,\n    title = \"{L}in{CE}: A Centralized Benchmark for Linguistic Code-switching Evaluation\",\n    author = \"Aguilar, Gustavo  and\n      Kar, Sudipta  and\n      Solorio, Thamar\",\n    booktitle = \"Proceedings of The 12th Language Resources and Evaluation Conference\",\n    month = may,\n    year = \"2020\",\n    address = \"Marseille, France\",\n    publisher = \"European Language Resources Association\",\n    url = \"https://www.aclweb.org/anthology/2020.lrec-1.223\",\n    pages = \"1803--1813\",\n    language = \"English\",\n    ISBN = \"979-10-95546-34-4\",\n}\n\nNote that each LinCE dataset has its own citation. Please see the source to see\nthe correct citation for each contained dataset.", "homepage": "http://ritual.uh.edu/lince", "license": "", "features": {"idx": {"dtype": "int32", "id": null, "_type": "Value"}, "words": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lid": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": {"features": null, "resources_checksums": {"train": {}, "validation": {}, "test": {}}}, "supervised_keys": null, "builder_name": "lince", "config_name": "lid_nepeng", "version": {"version_str": "1.0.0", "description": "The Linguistic Code-switching Evaluation (LinCE) benchmark", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2239014, "num_examples": 8451, "dataset_name": "lince"}, "validation": {"name": "validation", "num_bytes": 351649, "num_examples": 1332, "dataset_name": "lince"}, "test": {"name": "test", "num_bytes": 620512, "num_examples": 3228, "dataset_name": "lince"}}, "download_checksums": {"https://ritual.uh.edu/lince/libaccess/eyJ1c2VybmFtZSI6ICJodWdnaW5nZmFjZSBubHAiLCAidXNlcl9pZCI6IDExMSwgImVtYWlsIjogImR1bW15QGVtYWlsLmNvbSJ9/lid_nepeng.zip": {"num_bytes": 545342, "checksum": "a936df9a47beced14703e2b56e37b66cd596b6525b8ab7768ed608fc5639ea2e"}}, "download_size": 545342, "post_processing_size": 0, "dataset_size": 3211175, "size_in_bytes": 3756517}, "pos_spaeng": {"description": "LinCE is a centralized Linguistic Code-switching Evaluation benchmark\n(https://ritual.uh.edu/lince/) that contains data for training and evaluating\nNLP systems on code-switching tasks.\n", "citation": "\n@inproceedings{alghamdi-etal-2016-part,\n   title = \"Part of Speech Tagging for Code Switched Data\",\n   author = \"AlGhamdi, Fahad and\n             Molina, Giovanni and\n             Diab, Mona and\n             Solorio, Thamar and\n             Hawwari, Abdelati and\n             Soto, Victor and\n             Hirschberg, Julia\",\n   booktitle = \"Proceedings of the Second Workshop on Computational Approaches to Code Switching\",\n   month = nov,\n   year = \"2016\",\n   address = \"Austin, Texas\",\n   publisher = \"Association for Computational Linguistics\",\n   url = \"https://www.aclweb.org/anthology/W16-5812\",\n   doi = \"10.18653/v1/W16-5812\",\n   pages = \"98--107\",\n}\n\n@inproceedings{aguilar-etal-2020-lince,\n    title = \"{L}in{CE}: A Centralized Benchmark for Linguistic Code-switching Evaluation\",\n    author = \"Aguilar, Gustavo  and\n      Kar, Sudipta  and\n      Solorio, Thamar\",\n    booktitle = \"Proceedings of The 12th Language Resources and Evaluation Conference\",\n    month = may,\n    year = \"2020\",\n    address = \"Marseille, France\",\n    publisher = \"European Language Resources Association\",\n    url = \"https://www.aclweb.org/anthology/2020.lrec-1.223\",\n    pages = \"1803--1813\",\n    language = \"English\",\n    ISBN = \"979-10-95546-34-4\",\n}\n\nNote that each LinCE dataset has its own citation. Please see the source to see\nthe correct citation for each contained dataset.", "homepage": "http://ritual.uh.edu/lince", "license": "", "features": {"idx": {"dtype": "int32", "id": null, "_type": "Value"}, "words": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lid": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "pos": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": {"features": null, "resources_checksums": {"train": {}, "validation": {}, "test": {}}}, "supervised_keys": null, "builder_name": "lince", "config_name": "pos_spaeng", "version": {"version_str": "1.0.0", "description": "The Linguistic Code-switching Evaluation (LinCE) benchmark", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 5467832, "num_examples": 27893, "dataset_name": "lince"}, "validation": {"name": "validation", "num_bytes": 840593, "num_examples": 4298, "dataset_name": "lince"}, "test": {"name": "test", "num_bytes": 1758626, "num_examples": 10720, "dataset_name": "lince"}}, "download_checksums": {"https://ritual.uh.edu/lince/libaccess/eyJ1c2VybmFtZSI6ICJodWdnaW5nZmFjZSBubHAiLCAidXNlcl9pZCI6IDExMSwgImVtYWlsIjogImR1bW15QGVtYWlsLmNvbSJ9/pos_spaeng.zip": {"num_bytes": 819657, "checksum": "a829f883c47eb2a5f84936ed66912255b850b56b21011e2f8cb069b55f2f3995"}}, "download_size": 819657, "post_processing_size": 0, "dataset_size": 8067051, "size_in_bytes": 8886708}, "pos_hineng": {"description": "LinCE is a centralized Linguistic Code-switching Evaluation benchmark\n(https://ritual.uh.edu/lince/) that contains data for training and evaluating\nNLP systems on code-switching tasks.\n", "citation": "\n@inproceedings{singh-etal-2018-twitter,\n   title = \"A Twitter Corpus for {H}indi-{E}nglish Code Mixed {POS} Tagging\",\n   author = \"Singh, Kushagra and\n             Sen, Indira and\n             Kumaraguru, Ponnurangam\",\n   booktitle = \"Proceedings of the Sixth International Workshop on Natural Language Processing for Social Media\",\n   month = jul,\n   year = \"2018\",\n   address = \"Melbourne, Australia\",\n   publisher = \"Association for Computational Linguistics\",\n   url = \"https://www.aclweb.org/anthology/W18-3503\",\n   doi = \"10.18653/v1/W18-3503\",\n   pages = \"12--17\"\n}\n\n@inproceedings{aguilar-etal-2020-lince,\n    title = \"{L}in{CE}: A Centralized Benchmark for Linguistic Code-switching Evaluation\",\n    author = \"Aguilar, Gustavo  and\n      Kar, Sudipta  and\n      Solorio, Thamar\",\n    booktitle = \"Proceedings of The 12th Language Resources and Evaluation Conference\",\n    month = may,\n    year = \"2020\",\n    address = \"Marseille, France\",\n    publisher = \"European Language Resources Association\",\n    url = \"https://www.aclweb.org/anthology/2020.lrec-1.223\",\n    pages = \"1803--1813\",\n    language = \"English\",\n    ISBN = \"979-10-95546-34-4\",\n}\n\nNote that each LinCE dataset has its own citation. Please see the source to see\nthe correct citation for each contained dataset.", "homepage": "http://ritual.uh.edu/lince", "license": "", "features": {"idx": {"dtype": "int32", "id": null, "_type": "Value"}, "words": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lid": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "pos": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": {"features": null, "resources_checksums": {"train": {}, "validation": {}, "test": {}}}, "supervised_keys": null, "builder_name": "lince", "config_name": "pos_hineng", "version": {"version_str": "1.0.0", "description": "The Linguistic Code-switching Evaluation (LinCE) benchmark", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 537541, "num_examples": 1030, "dataset_name": "lince"}, "validation": {"name": "validation", "num_bytes": 80886, "num_examples": 160, "dataset_name": "lince"}, "test": {"name": "test", "num_bytes": 131192, "num_examples": 299, "dataset_name": "lince"}}, "download_checksums": {"https://ritual.uh.edu/lince/libaccess/eyJ1c2VybmFtZSI6ICJodWdnaW5nZmFjZSBubHAiLCAidXNlcl9pZCI6IDExMSwgImVtYWlsIjogImR1bW15QGVtYWlsLmNvbSJ9/pos_hineng.zip": {"num_bytes": 113872, "checksum": "ad8067145f19e4b350969fa3ee422d8f86a393170d6f448bdad2cd157075da53"}}, "download_size": 113872, "post_processing_size": 0, "dataset_size": 749619, "size_in_bytes": 863491}, "ner_spaeng": {"description": "LinCE is a centralized Linguistic Code-switching Evaluation benchmark\n(https://ritual.uh.edu/lince/) that contains data for training and evaluating\nNLP systems on code-switching tasks.\n", "citation": "\n@inproceedings{aguilar-etal-2018-named,\n   title = {{Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task}},\n   author = \"Aguilar, Gustavo and\n             AlGhamdi, Fahad and\n             Soto, Victor and\n             Diab, Mona and\n             Hirschberg, Julia and\n             Solorio, Thamar\",\n   booktitle = {{Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching}},\n   month = jul,\n   year = \"2018\",\n   address = \"Melbourne, Australia\",\n   publisher = \"Association for Computational Linguistics\",\n   url = \"https://www.aclweb.org/anthology/W18-3219\",\n   pages = \"138--147\"\n}\n\n@inproceedings{aguilar-etal-2020-lince,\n    title = \"{L}in{CE}: A Centralized Benchmark for Linguistic Code-switching Evaluation\",\n    author = \"Aguilar, Gustavo  and\n      Kar, Sudipta  and\n      Solorio, Thamar\",\n    booktitle = \"Proceedings of The 12th Language Resources and Evaluation Conference\",\n    month = may,\n    year = \"2020\",\n    address = \"Marseille, France\",\n    publisher = \"European Language Resources Association\",\n    url = \"https://www.aclweb.org/anthology/2020.lrec-1.223\",\n    pages = \"1803--1813\",\n    language = \"English\",\n    ISBN = \"979-10-95546-34-4\",\n}\n\nNote that each LinCE dataset has its own citation. Please see the source to see\nthe correct citation for each contained dataset.", "homepage": "http://ritual.uh.edu/lince", "license": "", "features": {"idx": {"dtype": "int32", "id": null, "_type": "Value"}, "words": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lid": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ner": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": {"features": null, "resources_checksums": {"test": {}, "train": {}, "validation": {}}}, "supervised_keys": null, "builder_name": "lince", "config_name": "ner_spaeng", "version": {"version_str": "1.0.0", "description": "The Linguistic Code-switching Evaluation (LinCE) benchmark", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 9836312, "num_examples": 33611, "dataset_name": "lince"}, "validation": {"name": "validation", "num_bytes": 2980990, "num_examples": 10085, "dataset_name": "lince"}, "test": {"name": "test", "num_bytes": 6530956, "num_examples": 23527, "dataset_name": "lince"}}, "download_checksums": {"https://ritual.uh.edu/lince/libaccess/eyJ1c2VybmFtZSI6ICJodWdnaW5nZmFjZSBubHAiLCAidXNlcl9pZCI6IDExMSwgImVtYWlsIjogImR1bW15QGVtYWlsLmNvbSJ9/ner_spaeng.zip": {"num_bytes": 3075520, "checksum": "9ad57558575e156efc12cacf72f46f58ff4f1651808f55afe279495317fca461"}}, "download_size": 3075520, "post_processing_size": 0, "dataset_size": 19348258, "size_in_bytes": 22423778}, "ner_msaea": {"description": "LinCE is a centralized Linguistic Code-switching Evaluation benchmark\n(https://ritual.uh.edu/lince/) that contains data for training and evaluating\nNLP systems on code-switching tasks.\n", "citation": "\n@inproceedings{aguilar-etal-2018-named,\n   title = {{Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task}},\n   author = \"Aguilar, Gustavo and\n             AlGhamdi, Fahad and\n             Soto, Victor and\n             Diab, Mona and\n             Hirschberg, Julia and\n             Solorio, Thamar\",\n   booktitle = {{Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching}},\n   month = jul,\n   year = \"2018\",\n   address = \"Melbourne, Australia\",\n   publisher = \"Association for Computational Linguistics\",\n   url = \"https://www.aclweb.org/anthology/W18-3219\",\n   pages = \"138--147\"\n}\n\n@inproceedings{aguilar-etal-2020-lince,\n    title = \"{L}in{CE}: A Centralized Benchmark for Linguistic Code-switching Evaluation\",\n    author = \"Aguilar, Gustavo  and\n      Kar, Sudipta  and\n      Solorio, Thamar\",\n    booktitle = \"Proceedings of The 12th Language Resources and Evaluation Conference\",\n    month = may,\n    year = \"2020\",\n    address = \"Marseille, France\",\n    publisher = \"European Language Resources Association\",\n    url = \"https://www.aclweb.org/anthology/2020.lrec-1.223\",\n    pages = \"1803--1813\",\n    language = \"English\",\n    ISBN = \"979-10-95546-34-4\",\n}\n\nNote that each LinCE dataset has its own citation. Please see the source to see\nthe correct citation for each contained dataset.", "homepage": "http://ritual.uh.edu/lince", "license": "", "features": {"idx": {"dtype": "int32", "id": null, "_type": "Value"}, "words": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ner": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": {"features": null, "resources_checksums": {"train": {}, "validation": {}, "test": {}}}, "supervised_keys": null, "builder_name": "lince", "config_name": "ner_msaea", "version": {"version_str": "1.0.0", "description": "The Linguistic Code-switching Evaluation (LinCE) benchmark", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 3887684, "num_examples": 10103, "dataset_name": "lince"}, "validation": {"name": "validation", "num_bytes": 431414, "num_examples": 1122, "dataset_name": "lince"}, "test": {"name": "test", "num_bytes": 367310, "num_examples": 1110, "dataset_name": "lince"}}, "download_checksums": {"https://ritual.uh.edu/lince/libaccess/eyJ1c2VybmFtZSI6ICJodWdnaW5nZmFjZSBubHAiLCAidXNlcl9pZCI6IDExMSwgImVtYWlsIjogImR1bW15QGVtYWlsLmNvbSJ9/ner_msaea.zip": {"num_bytes": 938671, "checksum": "77d13c0a5e1b2923ec7fdd2941fda0d08b5fc690756feff12c411c9e73514b69"}}, "download_size": 938671, "post_processing_size": 0, "dataset_size": 4686408, "size_in_bytes": 5625079}, "ner_hineng": {"description": "LinCE is a centralized Linguistic Code-switching Evaluation benchmark\n(https://ritual.uh.edu/lince/) that contains data for training and evaluating\nNLP systems on code-switching tasks.\n", "citation": "\n@inproceedings{singh-etal-2018-language,\n   title = \"Language Identification and Named Entity Recognition in {H}inglish Code Mixed Tweets\",\n   author = \"Singh, Kushagra and\n             Sen, Indira and\n             Kumaraguru, Ponnurangam\",\n   booktitle = \"Proceedings of {ACL} 2018, Student Research Workshop\",\n   month = jul,\n   year = \"2018\",\n   address = \"Melbourne, Australia\",\n   publisher = \"Association for Computational Linguistics\",\n   url = \"https://www.aclweb.org/anthology/P18-3008\",\n   doi = \"10.18653/v1/P18-3008\",\n   pages = \"52--58\",\n}\n\n@inproceedings{aguilar-etal-2020-lince,\n    title = \"{L}in{CE}: A Centralized Benchmark for Linguistic Code-switching Evaluation\",\n    author = \"Aguilar, Gustavo  and\n      Kar, Sudipta  and\n      Solorio, Thamar\",\n    booktitle = \"Proceedings of The 12th Language Resources and Evaluation Conference\",\n    month = may,\n    year = \"2020\",\n    address = \"Marseille, France\",\n    publisher = \"European Language Resources Association\",\n    url = \"https://www.aclweb.org/anthology/2020.lrec-1.223\",\n    pages = \"1803--1813\",\n    language = \"English\",\n    ISBN = \"979-10-95546-34-4\",\n}\n\nNote that each LinCE dataset has its own citation. Please see the source to see\nthe correct citation for each contained dataset.", "homepage": "http://ritual.uh.edu/lince", "license": "", "features": {"idx": {"dtype": "int32", "id": null, "_type": "Value"}, "words": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lid": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ner": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": {"features": null, "resources_checksums": {"test": {}, "train": {}, "validation": {}}}, "supervised_keys": null, "builder_name": "lince", "config_name": "ner_hineng", "version": {"version_str": "1.0.0", "description": "The Linguistic Code-switching Evaluation (LinCE) benchmark", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 474639, "num_examples": 1243, "dataset_name": "lince"}, "validation": {"name": "validation", "num_bytes": 121403, "num_examples": 314, "dataset_name": "lince"}, "test": {"name": "test", "num_bytes": 185220, "num_examples": 522, "dataset_name": "lince"}}, "download_checksums": {"https://ritual.uh.edu/lince/libaccess/eyJ1c2VybmFtZSI6ICJodWdnaW5nZmFjZSBubHAiLCAidXNlcl9pZCI6IDExMSwgImVtYWlsIjogImR1bW15QGVtYWlsLmNvbSJ9/ner_hineng.zip": {"num_bytes": 141285, "checksum": "a4abf0672adfbd3c50c9670ecb16df4950c5078473afd8af4b4c15954731772f"}}, "download_size": 141285, "post_processing_size": 0, "dataset_size": 781262, "size_in_bytes": 922547}, "sa_spaeng": {"description": "LinCE is a centralized Linguistic Code-switching Evaluation benchmark\n(https://ritual.uh.edu/lince/) that contains data for training and evaluating\nNLP systems on code-switching tasks.\n", "citation": "\n@inproceedings{patwa2020sentimix,\n  title={SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed Tweets},\n  author=\"Patwa, Parth and\n          Aguilar, Gustavo and\n          Kar, Sudipta and\n          Pandey, Suraj and\n          PYKL, Srinivas and\n          Garrette, Dan and\n          Gamb{\"a}ck, Bj{\"o}rn and\n          Chakraborty, Tanmoy and\n          Solorio, Thamar and\n          Das, Amitava\",\n  booktitle = \"Proceedings of the 14th International Workshop on Semantic Evaluation ({S}em{E}val-2020)\",\n  year = 2020,\n  month = sep,\n  address = \"Barcelona, Spain\",\n  publisher = \"Association for Computational Linguistics\"\n}\n\n@inproceedings{aguilar-etal-2020-lince,\n    title = \"{L}in{CE}: A Centralized Benchmark for Linguistic Code-switching Evaluation\",\n    author = \"Aguilar, Gustavo  and\n      Kar, Sudipta  and\n      Solorio, Thamar\",\n    booktitle = \"Proceedings of The 12th Language Resources and Evaluation Conference\",\n    month = may,\n    year = \"2020\",\n    address = \"Marseille, France\",\n    publisher = \"European Language Resources Association\",\n    url = \"https://www.aclweb.org/anthology/2020.lrec-1.223\",\n    pages = \"1803--1813\",\n    language = \"English\",\n    ISBN = \"979-10-95546-34-4\",\n}\n\nNote that each LinCE dataset has its own citation. Please see the source to see\nthe correct citation for each contained dataset.", "homepage": "http://ritual.uh.edu/lince", "license": "", "features": {"idx": {"dtype": "int32", "id": null, "_type": "Value"}, "words": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lid": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "sa": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": {"features": null, "resources_checksums": {"train": {}, "validation": {}, "test": {}}}, "supervised_keys": null, "builder_name": "lince", "config_name": "sa_spaeng", "version": {"version_str": "1.0.0", "description": "The Linguistic Code-switching Evaluation (LinCE) benchmark", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 3587783, "num_examples": 12194, "dataset_name": "lince"}, "validation": {"name": "validation", "num_bytes": 546692, "num_examples": 1859, "dataset_name": "lince"}, "test": {"name": "test", "num_bytes": 1349407, "num_examples": 4736, "dataset_name": "lince"}}, "download_checksums": {"https://ritual.uh.edu/lince/libaccess/eyJ1c2VybmFtZSI6ICJodWdnaW5nZmFjZSBubHAiLCAidXNlcl9pZCI6IDExMSwgImVtYWlsIjogImR1bW15QGVtYWlsLmNvbSJ9/sa_spaeng.zip": {"num_bytes": 1031412, "checksum": "e184ec996551e1bebe872910234685119750004da2787e2da132a0580ab74246"}}, "download_size": 1031412, "post_processing_size": 0, "dataset_size": 5483882, "size_in_bytes": 6515294}}

lince.py

@@ -277,7 +277,7 @@ class Lince(datasets.GeneratorBasedBuilder):
         LinceConfig(
             name="lid_spaeng",
             data_dir="lid_spaeng",
-            colnames={"tokens": 0, "lid": 1},
+            colnames={"words": 0, "lid": 1},
             classes={"lid": ["lang1", "lang2", "ne", "fw", "ambiguous", "mixed", "other", "unk"]},
             label_column="lid",
             description="Spanish-English language identification dataset (Latin script)",
@@ -285,7 +285,7 @@ class Lince(datasets.GeneratorBasedBuilder):
         LinceConfig(
             name="lid_hineng",
             data_dir="lid_hineng",
-            colnames={"tokens": 0, "lid": 1},
+            colnames={"words": 0, "lid": 1},
             classes={"lid": ["lang1", "lang2", "ne", "fw", "ambiguous", "mixed", "other", "unk"]},
             label_column="lid",
             description="Hindi-English language identification dataset (Latin script)",
@@ -293,7 +293,7 @@ class Lince(datasets.GeneratorBasedBuilder):
         LinceConfig(
             name="lid_msaea",
             data_dir="lid_msaea",
-            colnames={"tokens": 0, "lid": 1},
+            colnames={"words": 0, "lid": 1},
             classes={
                 "lid": ["ambiguous", "lang1", "lang2", "mixed", "ne", "other"],
             },
@@ -303,7 +303,7 @@ class Lince(datasets.GeneratorBasedBuilder):
         LinceConfig(
             name="lid_nepeng",
             data_dir="lid_nepeng",
-            colnames={"tokens": 0, "lid": 1},
+            colnames={"words": 0, "lid": 1},
             classes={
                 "lid": ["ambiguous", "lang1", "lang2", "mixed", "ne", "other"],
             },
@@ -315,7 +315,7 @@ class Lince(datasets.GeneratorBasedBuilder):
         LinceConfig(
             name="pos_spaeng",
             data_dir="pos_spaeng",
-            colnames={"tokens": 0, "lid": 1, "pos": 2},
+            colnames={"words": 0, "lid": 1, "pos": 2},
             classes={
                 "lid": ["UNK", "eng", "eng&spa", "spa"],
                 "pos": [
@@ -344,7 +344,7 @@ class Lince(datasets.GeneratorBasedBuilder):
         LinceConfig(
             name="pos_hineng",
             data_dir="pos_hineng",
-            colnames={"tokens": 0, "lid": 1, "pos": 2},
+            colnames={"words": 0, "lid": 1, "pos": 2},
             classes={
                 "lid": ["en", "hi", "rest"],
                 "pos": [
@@ -372,7 +372,7 @@ class Lince(datasets.GeneratorBasedBuilder):
         LinceConfig(
             name="ner_spaeng",
             data_dir="ner_spaeng",
-            colnames={"tokens": 0, "lid": 1, "ner": 2},
+            colnames={"words": 0, "lid": 1, "ner": 2},
             classes={
                 "lid": ["lang1", "lang2", "ne", "fw", "ambiguous", "mixed", "other", "unk"],
                 "ner": [
@@ -403,7 +403,7 @@ class Lince(datasets.GeneratorBasedBuilder):
         LinceConfig(
             name="ner_msaea",
             data_dir="ner_msaea",
-            colnames={"tokens": 0, "ner": 1},
+            colnames={"words": 0, "ner": 1},
             classes={
                 "ner": [
                     "O",
@@ -433,7 +433,7 @@ class Lince(datasets.GeneratorBasedBuilder):
         LinceConfig(
             name="ner_hineng",
             data_dir="ner_hineng",
-            colnames={"tokens": 0, "lid": 1, "ner": 2},
+            colnames={"words": 0, "lid": 1, "ner": 2},
             classes={
                 "lid": ["en", "hi", "rest"],
                 "ner": ["O", "B-PERSON", "I-PERSON", "B-ORGANISATION", "I-ORGANISATION", "B-PLACE", "I-PLACE"],
@@ -446,7 +446,7 @@ class Lince(datasets.GeneratorBasedBuilder):
         LinceConfig(
             name="sa_spaeng",
             data_dir="sa_spaeng",
-            colnames={"tokens": 0, "lid": 1, "sa": 2},
+            colnames={"words": 0, "lid": 1, "sa": 2},
             classes={
                 "lid": ["lang1", "lang2", "ne", "fw", "ambiguous", "mixed", "other", "unk"],
                 "sa": ["positive", "neutral", "negative"],
@@ -457,7 +457,7 @@ class Lince(datasets.GeneratorBasedBuilder):
     ]
 
     def _info(self):
-        features = {"idx": datasets.Value("int32"), "tokens": datasets.Sequence(datasets.Value("string"))}
+        features = {"idx": datasets.Value("int32"), "words": datasets.Sequence(datasets.Value("string"))}
 
         if self.config.name != "ner_msaea":
             features["lid"] = datasets.Sequence(
@@ -543,6 +543,6 @@ class Lince(datasets.GeneratorBasedBuilder):
                     if self.config.label_column == "sa":
                         row[self.config.label_column] = ""
                     else:
-                        row[self.config.label_column] = [""] * len(row["tokens"])
+                        row[self.config.label_column] = [""] * len(row["words"])
 
                 yield index, row