Update files from the datasets library (from 1.2.1)

Release notes: https://github.com/huggingface/datasets/releases/tag/1.2.1

dataset_infos.json

@@ -1 +1 @@
-{"ModHayes": {"description": "The Reuters-21578 dataset  is one of the most widely used data collections for text\ncategorization research. It is collected from the Reuters financial newswire service in 1987.\n", "citation": "@article{APTE94,\nauthor = {Chidanand Apt{'{e}} and Fred Damerau and Sholom M. Weiss},\ntitle = {Automated Learning of Decision Rules for Text Categorization},\njournal = {ACM Transactions on Information Systems},\nyear = {1994}, \nnote = {To appear.}\n}\n\n@inproceedings{APTE94b,\nauthor = {Chidanand Apt{'{e}} and Fred Damerau and Sholom M. Weiss},\ntitle = {Toward Language Independent Automated Learning of Text Categorization Models},\nbooktitle = {sigir94},\nyear = {1994},\nnote = {To appear.}\n}\n\n@inproceedings{HAYES8},\nauthor = {Philip J. Hayes and Peggy M. Anderson and Irene B. Nirenburg and \nLinda M. Schmandt},\ntitle = {{TCS}: A Shell for Content-Based Text Categorization},\nbooktitle = {IEEE Conference on Artificial Intelligence Applications},\nyear = {1990}\n}\n\n@inproceedings{HAYES90b,\nauthor = {Philip J. Hayes and Steven P. Weinstein},\ntitle = {{CONSTRUE/TIS:} A System for Content-Based Indexing of a \nDatabase of News Stories},\nbooktitle = {Second Annual Conference on Innovative Applications of\nArtificial Intelligence},\nyear = {1990}\n}\n\n@incollection{HAYES92 ,\nauthor = {Philip J. Hayes},\ntitle = {Intelligent High-Volume Text Processing using Shallow,\nDomain-Specific Techniques},\nbooktitle = {Text-Based Intelligent Systems},\npublisher = {Lawrence Erlbaum},\naddress =  {Hillsdale, NJ},\nyear = {1992},\neditor = {Paul S. Jacobs}\n}\n\n@inproceedings{LEWIS91c ,\nauthor = {David D. Lewis},\ntitle = {Evaluating Text Categorization},\nbooktitle = {Proceedings of Speech and Natural Language Workshop},\nyear = {1991},\nmonth = {feb},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\npages = {312--318}\n\n}\n\n@phdthesis{LEWIS91d,\nauthor = {David Dolan Lewis},\ntitle = {Representation and Learning in Information Retrieval},\nschool = {Computer Science Dept.; Univ. of Massachusetts; Amherst, MA 01003},\nyear = 1992},\nnote = {Technical Report 91--93.}\n}\n\n@inproceedings{LEWIS91e,\nauthor = {David D. Lewis},\ntitle = {Data Extraction as Text Categorization: An Experiment with\nthe {MUC-3} Corpus},\nbooktitle = {Proceedings of the Third Message Understanding Evaluation\nand Conference},\nyear = {1991},\nmonth = {may},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\naddress = {Los Altos, CA}\n\n}\n\n@inproceedings{LEWIS92b,\nauthor = {David D. Lewis},\ntitle = {An Evaluation of Phrasal and Clustered Representations on a Text\nCategorization Task},\nbooktitle = {Fifteenth Annual International ACM SIGIR Conference on\nResearch and Development in Information Retrieval},\nyear = {1992},\npages = {37--50}\n}\n\n@inproceedings{LEWIS92d ,\nauthor = {David D. Lewis and Richard M. Tong},\ntitle = {Text Filtering in {MUC-3} and {MUC-4}},\nbooktitle = {Proceedings of the Fourth Message Understanding Conference ({MUC-4})},\nyear = {1992},\nmonth = {jun},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\naddress = {Los Altos, CA}\n}\n\n@inproceedings{LEWIS92e,\nauthor = {David D. Lewis},\ntitle = {Feature Selection and Feature Extraction for Text Categorization},\nbooktitle = {Proceedings of Speech and Natural Language Workshop},\nyear = {1992},\nmonth = {feb} ,\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\npages = {212--217}\n}\n\n@inproceedings{LEWIS94b,\nauthor = {David D. Lewis and Marc Ringuette},\ntitle = {A Comparison of Two Learning Algorithms for Text Categorization},\nbooktitle = {Symposium on Document Analysis and Information Retrieval},\nyear = {1994},\norganization = {ISRI; Univ. of Nevada, Las Vegas},\naddress = {Las Vegas, NV},\nmonth = {apr},\npages = {81--93}\n}\n\n@article{LEWIS94d, \nauthor = {David D. Lewis and Philip J. Hayes}, \ntitle = {Guest Editorial}, \njournal = {ACM Transactions on Information Systems}, \nyear = {1994}, \nvolume  = {12}, \nnumber  = {3}, \npages = {231}, \nmonth = {jul}\n}\n\n@article{SPARCKJONES76,\nauthor = {K. {Sparck Jones} and  C. J. {van Rijsbergen}},\ntitle =  {Information Retrieval Test Collections},\njournal = {Journal of Documentation},\nyear = {1976},\nvolume = {32},\nnumber = {1},\npages = {59--75}\n}\n\n@book{WEISS91,\nauthor = {Sholom M. Weiss and Casimir A. Kulikowski},\ntitle = {Computer Systems That Learn},\npublisher = {Morgan Kaufmann},\nyear = {1991},\naddress = {San Mateo, CA}\n}\n", "homepage": "https://kdd.ics.uci.edu/databases/reuters21578/reuters21578.html", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "topics": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lewis_split": {"dtype": "string", "id": null, "_type": "Value"}, "cgis_split": {"dtype": "string", "id": null, "_type": "Value"}, "old_id": {"dtype": "string", "id": null, "_type": "Value"}, "new_id": {"dtype": "string", "id": null, "_type": "Value"}, "places": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "people": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "orgs": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "exchanges": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "date": {"dtype": "string", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}}, "supervised_keys": null, "builder_name": "reuters21578", "config_name": "ModHayes", "version": {"version_str": "1.0.0", "description": "", "datasets_version_to_prepare": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"test": {"name": "test", "num_bytes": 930193, "num_examples": 720, "dataset_name": "reuters21578"}, "train": {"name": "train", "num_bytes": 18050316, "num_examples": 18323, "dataset_name": "reuters21578"}}, "download_checksums": {"https://kdd.ics.uci.edu/databases/reuters21578/reuters21578.tar.gz": {"num_bytes": 8150596, "checksum": "3bae43c9b14e387f76a61b6d82bf98a4fb5d3ef99ef7e7075ff2ccbcf59f9d30"}}, "download_size": 8150596, "dataset_size": 18980509, "size_in_bytes": 27131105}, "ModLewis": {"description": "The Reuters-21578 dataset  is one of the most widely used data collections for text\ncategorization research. It is collected from the Reuters financial newswire service in 1987.\n", "citation": "@article{APTE94,\nauthor = {Chidanand Apt{'{e}} and Fred Damerau and Sholom M. Weiss},\ntitle = {Automated Learning of Decision Rules for Text Categorization},\njournal = {ACM Transactions on Information Systems},\nyear = {1994}, \nnote = {To appear.}\n}\n\n@inproceedings{APTE94b,\nauthor = {Chidanand Apt{'{e}} and Fred Damerau and Sholom M. Weiss},\ntitle = {Toward Language Independent Automated Learning of Text Categorization Models},\nbooktitle = {sigir94},\nyear = {1994},\nnote = {To appear.}\n}\n\n@inproceedings{HAYES8},\nauthor = {Philip J. Hayes and Peggy M. Anderson and Irene B. Nirenburg and \nLinda M. Schmandt},\ntitle = {{TCS}: A Shell for Content-Based Text Categorization},\nbooktitle = {IEEE Conference on Artificial Intelligence Applications},\nyear = {1990}\n}\n\n@inproceedings{HAYES90b,\nauthor = {Philip J. Hayes and Steven P. Weinstein},\ntitle = {{CONSTRUE/TIS:} A System for Content-Based Indexing of a \nDatabase of News Stories},\nbooktitle = {Second Annual Conference on Innovative Applications of\nArtificial Intelligence},\nyear = {1990}\n}\n\n@incollection{HAYES92 ,\nauthor = {Philip J. Hayes},\ntitle = {Intelligent High-Volume Text Processing using Shallow,\nDomain-Specific Techniques},\nbooktitle = {Text-Based Intelligent Systems},\npublisher = {Lawrence Erlbaum},\naddress =  {Hillsdale, NJ},\nyear = {1992},\neditor = {Paul S. Jacobs}\n}\n\n@inproceedings{LEWIS91c ,\nauthor = {David D. Lewis},\ntitle = {Evaluating Text Categorization},\nbooktitle = {Proceedings of Speech and Natural Language Workshop},\nyear = {1991},\nmonth = {feb},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\npages = {312--318}\n\n}\n\n@phdthesis{LEWIS91d,\nauthor = {David Dolan Lewis},\ntitle = {Representation and Learning in Information Retrieval},\nschool = {Computer Science Dept.; Univ. of Massachusetts; Amherst, MA 01003},\nyear = 1992},\nnote = {Technical Report 91--93.}\n}\n\n@inproceedings{LEWIS91e,\nauthor = {David D. Lewis},\ntitle = {Data Extraction as Text Categorization: An Experiment with\nthe {MUC-3} Corpus},\nbooktitle = {Proceedings of the Third Message Understanding Evaluation\nand Conference},\nyear = {1991},\nmonth = {may},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\naddress = {Los Altos, CA}\n\n}\n\n@inproceedings{LEWIS92b,\nauthor = {David D. Lewis},\ntitle = {An Evaluation of Phrasal and Clustered Representations on a Text\nCategorization Task},\nbooktitle = {Fifteenth Annual International ACM SIGIR Conference on\nResearch and Development in Information Retrieval},\nyear = {1992},\npages = {37--50}\n}\n\n@inproceedings{LEWIS92d ,\nauthor = {David D. Lewis and Richard M. Tong},\ntitle = {Text Filtering in {MUC-3} and {MUC-4}},\nbooktitle = {Proceedings of the Fourth Message Understanding Conference ({MUC-4})},\nyear = {1992},\nmonth = {jun},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\naddress = {Los Altos, CA}\n}\n\n@inproceedings{LEWIS92e,\nauthor = {David D. Lewis},\ntitle = {Feature Selection and Feature Extraction for Text Categorization},\nbooktitle = {Proceedings of Speech and Natural Language Workshop},\nyear = {1992},\nmonth = {feb} ,\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\npages = {212--217}\n}\n\n@inproceedings{LEWIS94b,\nauthor = {David D. Lewis and Marc Ringuette},\ntitle = {A Comparison of Two Learning Algorithms for Text Categorization},\nbooktitle = {Symposium on Document Analysis and Information Retrieval},\nyear = {1994},\norganization = {ISRI; Univ. of Nevada, Las Vegas},\naddress = {Las Vegas, NV},\nmonth = {apr},\npages = {81--93}\n}\n\n@article{LEWIS94d, \nauthor = {David D. Lewis and Philip J. Hayes}, \ntitle = {Guest Editorial}, \njournal = {ACM Transactions on Information Systems}, \nyear = {1994}, \nvolume  = {12}, \nnumber  = {3}, \npages = {231}, \nmonth = {jul}\n}\n\n@article{SPARCKJONES76,\nauthor = {K. {Sparck Jones} and  C. J. {van Rijsbergen}},\ntitle =  {Information Retrieval Test Collections},\njournal = {Journal of Documentation},\nyear = {1976},\nvolume = {32},\nnumber = {1},\npages = {59--75}\n}\n\n@book{WEISS91,\nauthor = {Sholom M. Weiss and Casimir A. Kulikowski},\ntitle = {Computer Systems That Learn},\npublisher = {Morgan Kaufmann},\nyear = {1991},\naddress = {San Mateo, CA}\n}\n", "homepage": "https://kdd.ics.uci.edu/databases/reuters21578/reuters21578.html", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "topics": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lewis_split": {"dtype": "string", "id": null, "_type": "Value"}, "cgis_split": {"dtype": "string", "id": null, "_type": "Value"}, "old_id": {"dtype": "string", "id": null, "_type": "Value"}, "new_id": {"dtype": "string", "id": null, "_type": "Value"}, "places": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "people": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "orgs": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "exchanges": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "date": {"dtype": "string", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}}, "supervised_keys": null, "builder_name": "reuters21578", "config_name": "ModLewis", "version": {"version_str": "1.0.0", "description": "", "datasets_version_to_prepare": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"test": {"name": "test", "num_bytes": 5172249, "num_examples": 5458, "dataset_name": "reuters21578"}, "train": {"name": "train", "num_bytes": 12496933, "num_examples": 12449, "dataset_name": "reuters21578"}, "unused": {"name": "unused", "num_bytes": 930193, "num_examples": 720, "dataset_name": "reuters21578"}}, "download_checksums": {"https://kdd.ics.uci.edu/databases/reuters21578/reuters21578.tar.gz": {"num_bytes": 8150596, "checksum": "3bae43c9b14e387f76a61b6d82bf98a4fb5d3ef99ef7e7075ff2ccbcf59f9d30"}}, "download_size": 8150596, "dataset_size": 18599375, "size_in_bytes": 26749971}, "ModApte": {"description": "The Reuters-21578 dataset  is one of the most widely used data collections for text\ncategorization research. It is collected from the Reuters financial newswire service in 1987.\n", "citation": "@article{APTE94,\nauthor = {Chidanand Apt{'{e}} and Fred Damerau and Sholom M. Weiss},\ntitle = {Automated Learning of Decision Rules for Text Categorization},\njournal = {ACM Transactions on Information Systems},\nyear = {1994}, \nnote = {To appear.}\n}\n\n@inproceedings{APTE94b,\nauthor = {Chidanand Apt{'{e}} and Fred Damerau and Sholom M. Weiss},\ntitle = {Toward Language Independent Automated Learning of Text Categorization Models},\nbooktitle = {sigir94},\nyear = {1994},\nnote = {To appear.}\n}\n\n@inproceedings{HAYES8},\nauthor = {Philip J. Hayes and Peggy M. Anderson and Irene B. Nirenburg and \nLinda M. Schmandt},\ntitle = {{TCS}: A Shell for Content-Based Text Categorization},\nbooktitle = {IEEE Conference on Artificial Intelligence Applications},\nyear = {1990}\n}\n\n@inproceedings{HAYES90b,\nauthor = {Philip J. Hayes and Steven P. Weinstein},\ntitle = {{CONSTRUE/TIS:} A System for Content-Based Indexing of a \nDatabase of News Stories},\nbooktitle = {Second Annual Conference on Innovative Applications of\nArtificial Intelligence},\nyear = {1990}\n}\n\n@incollection{HAYES92 ,\nauthor = {Philip J. Hayes},\ntitle = {Intelligent High-Volume Text Processing using Shallow,\nDomain-Specific Techniques},\nbooktitle = {Text-Based Intelligent Systems},\npublisher = {Lawrence Erlbaum},\naddress =  {Hillsdale, NJ},\nyear = {1992},\neditor = {Paul S. Jacobs}\n}\n\n@inproceedings{LEWIS91c ,\nauthor = {David D. Lewis},\ntitle = {Evaluating Text Categorization},\nbooktitle = {Proceedings of Speech and Natural Language Workshop},\nyear = {1991},\nmonth = {feb},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\npages = {312--318}\n\n}\n\n@phdthesis{LEWIS91d,\nauthor = {David Dolan Lewis},\ntitle = {Representation and Learning in Information Retrieval},\nschool = {Computer Science Dept.; Univ. of Massachusetts; Amherst, MA 01003},\nyear = 1992},\nnote = {Technical Report 91--93.}\n}\n\n@inproceedings{LEWIS91e,\nauthor = {David D. Lewis},\ntitle = {Data Extraction as Text Categorization: An Experiment with\nthe {MUC-3} Corpus},\nbooktitle = {Proceedings of the Third Message Understanding Evaluation\nand Conference},\nyear = {1991},\nmonth = {may},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\naddress = {Los Altos, CA}\n\n}\n\n@inproceedings{LEWIS92b,\nauthor = {David D. Lewis},\ntitle = {An Evaluation of Phrasal and Clustered Representations on a Text\nCategorization Task},\nbooktitle = {Fifteenth Annual International ACM SIGIR Conference on\nResearch and Development in Information Retrieval},\nyear = {1992},\npages = {37--50}\n}\n\n@inproceedings{LEWIS92d ,\nauthor = {David D. Lewis and Richard M. Tong},\ntitle = {Text Filtering in {MUC-3} and {MUC-4}},\nbooktitle = {Proceedings of the Fourth Message Understanding Conference ({MUC-4})},\nyear = {1992},\nmonth = {jun},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\naddress = {Los Altos, CA}\n}\n\n@inproceedings{LEWIS92e,\nauthor = {David D. Lewis},\ntitle = {Feature Selection and Feature Extraction for Text Categorization},\nbooktitle = {Proceedings of Speech and Natural Language Workshop},\nyear = {1992},\nmonth = {feb} ,\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\npages = {212--217}\n}\n\n@inproceedings{LEWIS94b,\nauthor = {David D. Lewis and Marc Ringuette},\ntitle = {A Comparison of Two Learning Algorithms for Text Categorization},\nbooktitle = {Symposium on Document Analysis and Information Retrieval},\nyear = {1994},\norganization = {ISRI; Univ. of Nevada, Las Vegas},\naddress = {Las Vegas, NV},\nmonth = {apr},\npages = {81--93}\n}\n\n@article{LEWIS94d, \nauthor = {David D. Lewis and Philip J. Hayes}, \ntitle = {Guest Editorial}, \njournal = {ACM Transactions on Information Systems}, \nyear = {1994}, \nvolume  = {12}, \nnumber  = {3}, \npages = {231}, \nmonth = {jul}\n}\n\n@article{SPARCKJONES76,\nauthor = {K. {Sparck Jones} and  C. J. {van Rijsbergen}},\ntitle =  {Information Retrieval Test Collections},\njournal = {Journal of Documentation},\nyear = {1976},\nvolume = {32},\nnumber = {1},\npages = {59--75}\n}\n\n@book{WEISS91,\nauthor = {Sholom M. Weiss and Casimir A. Kulikowski},\ntitle = {Computer Systems That Learn},\npublisher = {Morgan Kaufmann},\nyear = {1991},\naddress = {San Mateo, CA}\n}\n", "homepage": "https://kdd.ics.uci.edu/databases/reuters21578/reuters21578.html", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "topics": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lewis_split": {"dtype": "string", "id": null, "_type": "Value"}, "cgis_split": {"dtype": "string", "id": null, "_type": "Value"}, "old_id": {"dtype": "string", "id": null, "_type": "Value"}, "new_id": {"dtype": "string", "id": null, "_type": "Value"}, "places": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "people": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "orgs": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "exchanges": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "date": {"dtype": "string", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}}, "supervised_keys": null, "builder_name": "reuters21578", "config_name": "ModApte", "version": {"version_str": "1.0.0", "description": "", "datasets_version_to_prepare": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"test": {"name": "test", "num_bytes": 2848935, "num_examples": 3009, "dataset_name": "reuters21578"}, "train": {"name": "train", "num_bytes": 8778391, "num_examples": 8762, "dataset_name": "reuters21578"}, "unused": {"name": "unused", "num_bytes": 930193, "num_examples": 720, "dataset_name": "reuters21578"}}, "download_checksums": {"https://kdd.ics.uci.edu/databases/reuters21578/reuters21578.tar.gz": {"num_bytes": 8150596, "checksum": "3bae43c9b14e387f76a61b6d82bf98a4fb5d3ef99ef7e7075ff2ccbcf59f9d30"}}, "download_size": 8150596, "dataset_size": 12557519, "size_in_bytes": 20708115}}
+{"ModHayes": {"description": "The Reuters-21578 dataset  is one of the most widely used data collections for text\ncategorization research. It is collected from the Reuters financial newswire service in 1987.\n", "citation": "@article{APTE94,\nauthor = {Chidanand Apt{'{e}} and Fred Damerau and Sholom M. Weiss},\ntitle = {Automated Learning of Decision Rules for Text Categorization},\njournal = {ACM Transactions on Information Systems},\nyear = {1994},\nnote = {To appear.}\n}\n\n@inproceedings{APTE94b,\nauthor = {Chidanand Apt{'{e}} and Fred Damerau and Sholom M. Weiss},\ntitle = {Toward Language Independent Automated Learning of Text Categorization Models},\nbooktitle = {sigir94},\nyear = {1994},\nnote = {To appear.}\n}\n\n@inproceedings{HAYES8},\nauthor = {Philip J. Hayes and Peggy M. Anderson and Irene B. Nirenburg and\nLinda M. Schmandt},\ntitle = {{TCS}: A Shell for Content-Based Text Categorization},\nbooktitle = {IEEE Conference on Artificial Intelligence Applications},\nyear = {1990}\n}\n\n@inproceedings{HAYES90b,\nauthor = {Philip J. Hayes and Steven P. Weinstein},\ntitle = {{CONSTRUE/TIS:} A System for Content-Based Indexing of a\nDatabase of News Stories},\nbooktitle = {Second Annual Conference on Innovative Applications of\nArtificial Intelligence},\nyear = {1990}\n}\n\n@incollection{HAYES92 ,\nauthor = {Philip J. Hayes},\ntitle = {Intelligent High-Volume Text Processing using Shallow,\nDomain-Specific Techniques},\nbooktitle = {Text-Based Intelligent Systems},\npublisher = {Lawrence Erlbaum},\naddress =  {Hillsdale, NJ},\nyear = {1992},\neditor = {Paul S. Jacobs}\n}\n\n@inproceedings{LEWIS91c ,\nauthor = {David D. Lewis},\ntitle = {Evaluating Text Categorization},\nbooktitle = {Proceedings of Speech and Natural Language Workshop},\nyear = {1991},\nmonth = {feb},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\npages = {312--318}\n\n}\n\n@phdthesis{LEWIS91d,\nauthor = {David Dolan Lewis},\ntitle = {Representation and Learning in Information Retrieval},\nschool = {Computer Science Dept.; Univ. of Massachusetts; Amherst, MA 01003},\nyear = 1992},\nnote = {Technical Report 91--93.}\n}\n\n@inproceedings{LEWIS91e,\nauthor = {David D. Lewis},\ntitle = {Data Extraction as Text Categorization: An Experiment with\nthe {MUC-3} Corpus},\nbooktitle = {Proceedings of the Third Message Understanding Evaluation\nand Conference},\nyear = {1991},\nmonth = {may},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\naddress = {Los Altos, CA}\n\n}\n\n@inproceedings{LEWIS92b,\nauthor = {David D. Lewis},\ntitle = {An Evaluation of Phrasal and Clustered Representations on a Text\nCategorization Task},\nbooktitle = {Fifteenth Annual International ACM SIGIR Conference on\nResearch and Development in Information Retrieval},\nyear = {1992},\npages = {37--50}\n}\n\n@inproceedings{LEWIS92d ,\nauthor = {David D. Lewis and Richard M. Tong},\ntitle = {Text Filtering in {MUC-3} and {MUC-4}},\nbooktitle = {Proceedings of the Fourth Message Understanding Conference ({MUC-4})},\nyear = {1992},\nmonth = {jun},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\naddress = {Los Altos, CA}\n}\n\n@inproceedings{LEWIS92e,\nauthor = {David D. Lewis},\ntitle = {Feature Selection and Feature Extraction for Text Categorization},\nbooktitle = {Proceedings of Speech and Natural Language Workshop},\nyear = {1992},\nmonth = {feb} ,\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\npages = {212--217}\n}\n\n@inproceedings{LEWIS94b,\nauthor = {David D. Lewis and Marc Ringuette},\ntitle = {A Comparison of Two Learning Algorithms for Text Categorization},\nbooktitle = {Symposium on Document Analysis and Information Retrieval},\nyear = {1994},\norganization = {ISRI; Univ. of Nevada, Las Vegas},\naddress = {Las Vegas, NV},\nmonth = {apr},\npages = {81--93}\n}\n\n@article{LEWIS94d,\nauthor = {David D. Lewis and Philip J. Hayes},\ntitle = {Guest Editorial},\njournal = {ACM Transactions on Information Systems},\nyear = {1994},\nvolume  = {12},\nnumber  = {3},\npages = {231},\nmonth = {jul}\n}\n\n@article{SPARCKJONES76,\nauthor = {K. {Sparck Jones} and  C. J. {van Rijsbergen}},\ntitle =  {Information Retrieval Test Collections},\njournal = {Journal of Documentation},\nyear = {1976},\nvolume = {32},\nnumber = {1},\npages = {59--75}\n}\n\n@book{WEISS91,\nauthor = {Sholom M. Weiss and Casimir A. Kulikowski},\ntitle = {Computer Systems That Learn},\npublisher = {Morgan Kaufmann},\nyear = {1991},\naddress = {San Mateo, CA}\n}\n", "homepage": "https://kdd.ics.uci.edu/databases/reuters21578/reuters21578.html", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "topics": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lewis_split": {"dtype": "string", "id": null, "_type": "Value"}, "cgis_split": {"dtype": "string", "id": null, "_type": "Value"}, "old_id": {"dtype": "string", "id": null, "_type": "Value"}, "new_id": {"dtype": "string", "id": null, "_type": "Value"}, "places": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "people": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "orgs": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "exchanges": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "date": {"dtype": "string", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "builder_name": "reuters21578", "config_name": "ModHayes", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"test": {"name": "test", "num_bytes": 960567, "num_examples": 720, "dataset_name": "reuters21578"}, "train": {"name": "train", "num_bytes": 18821215, "num_examples": 18323, "dataset_name": "reuters21578"}}, "download_checksums": {"https://kdd.ics.uci.edu/databases/reuters21578/reuters21578.tar.gz": {"num_bytes": 8150596, "checksum": "3bae43c9b14e387f76a61b6d82bf98a4fb5d3ef99ef7e7075ff2ccbcf59f9d30"}}, "download_size": 8150596, "post_processing_size": null, "dataset_size": 19781782, "size_in_bytes": 27932378}, "ModLewis": {"description": "The Reuters-21578 dataset  is one of the most widely used data collections for text\ncategorization research. It is collected from the Reuters financial newswire service in 1987.\n", "citation": "@article{APTE94,\nauthor = {Chidanand Apt{'{e}} and Fred Damerau and Sholom M. Weiss},\ntitle = {Automated Learning of Decision Rules for Text Categorization},\njournal = {ACM Transactions on Information Systems},\nyear = {1994},\nnote = {To appear.}\n}\n\n@inproceedings{APTE94b,\nauthor = {Chidanand Apt{'{e}} and Fred Damerau and Sholom M. Weiss},\ntitle = {Toward Language Independent Automated Learning of Text Categorization Models},\nbooktitle = {sigir94},\nyear = {1994},\nnote = {To appear.}\n}\n\n@inproceedings{HAYES8},\nauthor = {Philip J. Hayes and Peggy M. Anderson and Irene B. Nirenburg and\nLinda M. Schmandt},\ntitle = {{TCS}: A Shell for Content-Based Text Categorization},\nbooktitle = {IEEE Conference on Artificial Intelligence Applications},\nyear = {1990}\n}\n\n@inproceedings{HAYES90b,\nauthor = {Philip J. Hayes and Steven P. Weinstein},\ntitle = {{CONSTRUE/TIS:} A System for Content-Based Indexing of a\nDatabase of News Stories},\nbooktitle = {Second Annual Conference on Innovative Applications of\nArtificial Intelligence},\nyear = {1990}\n}\n\n@incollection{HAYES92 ,\nauthor = {Philip J. Hayes},\ntitle = {Intelligent High-Volume Text Processing using Shallow,\nDomain-Specific Techniques},\nbooktitle = {Text-Based Intelligent Systems},\npublisher = {Lawrence Erlbaum},\naddress =  {Hillsdale, NJ},\nyear = {1992},\neditor = {Paul S. Jacobs}\n}\n\n@inproceedings{LEWIS91c ,\nauthor = {David D. Lewis},\ntitle = {Evaluating Text Categorization},\nbooktitle = {Proceedings of Speech and Natural Language Workshop},\nyear = {1991},\nmonth = {feb},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\npages = {312--318}\n\n}\n\n@phdthesis{LEWIS91d,\nauthor = {David Dolan Lewis},\ntitle = {Representation and Learning in Information Retrieval},\nschool = {Computer Science Dept.; Univ. of Massachusetts; Amherst, MA 01003},\nyear = 1992},\nnote = {Technical Report 91--93.}\n}\n\n@inproceedings{LEWIS91e,\nauthor = {David D. Lewis},\ntitle = {Data Extraction as Text Categorization: An Experiment with\nthe {MUC-3} Corpus},\nbooktitle = {Proceedings of the Third Message Understanding Evaluation\nand Conference},\nyear = {1991},\nmonth = {may},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\naddress = {Los Altos, CA}\n\n}\n\n@inproceedings{LEWIS92b,\nauthor = {David D. Lewis},\ntitle = {An Evaluation of Phrasal and Clustered Representations on a Text\nCategorization Task},\nbooktitle = {Fifteenth Annual International ACM SIGIR Conference on\nResearch and Development in Information Retrieval},\nyear = {1992},\npages = {37--50}\n}\n\n@inproceedings{LEWIS92d ,\nauthor = {David D. Lewis and Richard M. Tong},\ntitle = {Text Filtering in {MUC-3} and {MUC-4}},\nbooktitle = {Proceedings of the Fourth Message Understanding Conference ({MUC-4})},\nyear = {1992},\nmonth = {jun},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\naddress = {Los Altos, CA}\n}\n\n@inproceedings{LEWIS92e,\nauthor = {David D. Lewis},\ntitle = {Feature Selection and Feature Extraction for Text Categorization},\nbooktitle = {Proceedings of Speech and Natural Language Workshop},\nyear = {1992},\nmonth = {feb} ,\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\npages = {212--217}\n}\n\n@inproceedings{LEWIS94b,\nauthor = {David D. Lewis and Marc Ringuette},\ntitle = {A Comparison of Two Learning Algorithms for Text Categorization},\nbooktitle = {Symposium on Document Analysis and Information Retrieval},\nyear = {1994},\norganization = {ISRI; Univ. of Nevada, Las Vegas},\naddress = {Las Vegas, NV},\nmonth = {apr},\npages = {81--93}\n}\n\n@article{LEWIS94d,\nauthor = {David D. Lewis and Philip J. Hayes},\ntitle = {Guest Editorial},\njournal = {ACM Transactions on Information Systems},\nyear = {1994},\nvolume  = {12},\nnumber  = {3},\npages = {231},\nmonth = {jul}\n}\n\n@article{SPARCKJONES76,\nauthor = {K. {Sparck Jones} and  C. J. {van Rijsbergen}},\ntitle =  {Information Retrieval Test Collections},\njournal = {Journal of Documentation},\nyear = {1976},\nvolume = {32},\nnumber = {1},\npages = {59--75}\n}\n\n@book{WEISS91,\nauthor = {Sholom M. Weiss and Casimir A. Kulikowski},\ntitle = {Computer Systems That Learn},\npublisher = {Morgan Kaufmann},\nyear = {1991},\naddress = {San Mateo, CA}\n}\n", "homepage": "https://kdd.ics.uci.edu/databases/reuters21578/reuters21578.html", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "topics": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lewis_split": {"dtype": "string", "id": null, "_type": "Value"}, "cgis_split": {"dtype": "string", "id": null, "_type": "Value"}, "old_id": {"dtype": "string", "id": null, "_type": "Value"}, "new_id": {"dtype": "string", "id": null, "_type": "Value"}, "places": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "people": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "orgs": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "exchanges": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "date": {"dtype": "string", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "builder_name": "reuters21578", "config_name": "ModLewis", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"test": {"name": "test", "num_bytes": 5402333, "num_examples": 5458, "dataset_name": "reuters21578"}, "train": {"name": "train", "num_bytes": 13019011, "num_examples": 12449, "dataset_name": "reuters21578"}, "unused": {"name": "unused", "num_bytes": 960567, "num_examples": 720, "dataset_name": "reuters21578"}}, "download_checksums": {"https://kdd.ics.uci.edu/databases/reuters21578/reuters21578.tar.gz": {"num_bytes": 8150596, "checksum": "3bae43c9b14e387f76a61b6d82bf98a4fb5d3ef99ef7e7075ff2ccbcf59f9d30"}}, "download_size": 8150596, "post_processing_size": null, "dataset_size": 19381911, "size_in_bytes": 27532507}, "ModApte": {"description": "The Reuters-21578 dataset  is one of the most widely used data collections for text\ncategorization research. It is collected from the Reuters financial newswire service in 1987.\n", "citation": "@article{APTE94,\nauthor = {Chidanand Apt{'{e}} and Fred Damerau and Sholom M. Weiss},\ntitle = {Automated Learning of Decision Rules for Text Categorization},\njournal = {ACM Transactions on Information Systems},\nyear = {1994},\nnote = {To appear.}\n}\n\n@inproceedings{APTE94b,\nauthor = {Chidanand Apt{'{e}} and Fred Damerau and Sholom M. Weiss},\ntitle = {Toward Language Independent Automated Learning of Text Categorization Models},\nbooktitle = {sigir94},\nyear = {1994},\nnote = {To appear.}\n}\n\n@inproceedings{HAYES8},\nauthor = {Philip J. Hayes and Peggy M. Anderson and Irene B. Nirenburg and\nLinda M. Schmandt},\ntitle = {{TCS}: A Shell for Content-Based Text Categorization},\nbooktitle = {IEEE Conference on Artificial Intelligence Applications},\nyear = {1990}\n}\n\n@inproceedings{HAYES90b,\nauthor = {Philip J. Hayes and Steven P. Weinstein},\ntitle = {{CONSTRUE/TIS:} A System for Content-Based Indexing of a\nDatabase of News Stories},\nbooktitle = {Second Annual Conference on Innovative Applications of\nArtificial Intelligence},\nyear = {1990}\n}\n\n@incollection{HAYES92 ,\nauthor = {Philip J. Hayes},\ntitle = {Intelligent High-Volume Text Processing using Shallow,\nDomain-Specific Techniques},\nbooktitle = {Text-Based Intelligent Systems},\npublisher = {Lawrence Erlbaum},\naddress =  {Hillsdale, NJ},\nyear = {1992},\neditor = {Paul S. Jacobs}\n}\n\n@inproceedings{LEWIS91c ,\nauthor = {David D. Lewis},\ntitle = {Evaluating Text Categorization},\nbooktitle = {Proceedings of Speech and Natural Language Workshop},\nyear = {1991},\nmonth = {feb},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\npages = {312--318}\n\n}\n\n@phdthesis{LEWIS91d,\nauthor = {David Dolan Lewis},\ntitle = {Representation and Learning in Information Retrieval},\nschool = {Computer Science Dept.; Univ. of Massachusetts; Amherst, MA 01003},\nyear = 1992},\nnote = {Technical Report 91--93.}\n}\n\n@inproceedings{LEWIS91e,\nauthor = {David D. Lewis},\ntitle = {Data Extraction as Text Categorization: An Experiment with\nthe {MUC-3} Corpus},\nbooktitle = {Proceedings of the Third Message Understanding Evaluation\nand Conference},\nyear = {1991},\nmonth = {may},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\naddress = {Los Altos, CA}\n\n}\n\n@inproceedings{LEWIS92b,\nauthor = {David D. Lewis},\ntitle = {An Evaluation of Phrasal and Clustered Representations on a Text\nCategorization Task},\nbooktitle = {Fifteenth Annual International ACM SIGIR Conference on\nResearch and Development in Information Retrieval},\nyear = {1992},\npages = {37--50}\n}\n\n@inproceedings{LEWIS92d ,\nauthor = {David D. Lewis and Richard M. Tong},\ntitle = {Text Filtering in {MUC-3} and {MUC-4}},\nbooktitle = {Proceedings of the Fourth Message Understanding Conference ({MUC-4})},\nyear = {1992},\nmonth = {jun},\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\naddress = {Los Altos, CA}\n}\n\n@inproceedings{LEWIS92e,\nauthor = {David D. Lewis},\ntitle = {Feature Selection and Feature Extraction for Text Categorization},\nbooktitle = {Proceedings of Speech and Natural Language Workshop},\nyear = {1992},\nmonth = {feb} ,\norganization = {Defense Advanced Research Projects Agency},\npublisher = {Morgan Kaufmann},\npages = {212--217}\n}\n\n@inproceedings{LEWIS94b,\nauthor = {David D. Lewis and Marc Ringuette},\ntitle = {A Comparison of Two Learning Algorithms for Text Categorization},\nbooktitle = {Symposium on Document Analysis and Information Retrieval},\nyear = {1994},\norganization = {ISRI; Univ. of Nevada, Las Vegas},\naddress = {Las Vegas, NV},\nmonth = {apr},\npages = {81--93}\n}\n\n@article{LEWIS94d,\nauthor = {David D. Lewis and Philip J. Hayes},\ntitle = {Guest Editorial},\njournal = {ACM Transactions on Information Systems},\nyear = {1994},\nvolume  = {12},\nnumber  = {3},\npages = {231},\nmonth = {jul}\n}\n\n@article{SPARCKJONES76,\nauthor = {K. {Sparck Jones} and  C. J. {van Rijsbergen}},\ntitle =  {Information Retrieval Test Collections},\njournal = {Journal of Documentation},\nyear = {1976},\nvolume = {32},\nnumber = {1},\npages = {59--75}\n}\n\n@book{WEISS91,\nauthor = {Sholom M. Weiss and Casimir A. Kulikowski},\ntitle = {Computer Systems That Learn},\npublisher = {Morgan Kaufmann},\nyear = {1991},\naddress = {San Mateo, CA}\n}\n", "homepage": "https://kdd.ics.uci.edu/databases/reuters21578/reuters21578.html", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "topics": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lewis_split": {"dtype": "string", "id": null, "_type": "Value"}, "cgis_split": {"dtype": "string", "id": null, "_type": "Value"}, "old_id": {"dtype": "string", "id": null, "_type": "Value"}, "new_id": {"dtype": "string", "id": null, "_type": "Value"}, "places": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "people": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "orgs": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "exchanges": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "date": {"dtype": "string", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "builder_name": "reuters21578", "config_name": "ModApte", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"test": {"name": "test", "num_bytes": 2968479, "num_examples": 3009, "dataset_name": "reuters21578"}, "train": {"name": "train", "num_bytes": 9128558, "num_examples": 8762, "dataset_name": "reuters21578"}, "unused": {"name": "unused", "num_bytes": 960567, "num_examples": 720, "dataset_name": "reuters21578"}}, "download_checksums": {"https://kdd.ics.uci.edu/databases/reuters21578/reuters21578.tar.gz": {"num_bytes": 8150596, "checksum": "3bae43c9b14e387f76a61b6d82bf98a4fb5d3ef99ef7e7075ff2ccbcf59f9d30"}}, "download_size": 8150596, "post_processing_size": null, "dataset_size": 13057604, "size_in_bytes": 21208200}}

reuters21578.py

@@ -341,32 +341,32 @@ class Reuters21578(datasets.GeneratorBasedBuilder):
                     elif line.startswith("<TOPICS>"):
                         if line.replace("\n", "") != "<TOPICS></TOPICS>":
                             line = line.split("<D>")
-                            topics = [topic.replace("</D>", "") for topic in line[1:-1]]
-                            topics = [topic.replace("</TOPICS>", "") for topic in topics]
+                            topics = [topic.replace("</D>", "") for topic in line[1:]]
+                            topics = [topic.replace("</TOPICS>\n", "") for topic in topics]
                         line = f.readline()
                     elif line.startswith("<PLACES>"):
                         if line.replace("\n", "") != "<PLACES></PLACES>":
                             line = line.split("<D>")
-                            places = [place.replace("</D>", "") for place in line[1:-1]]
-                            places = [place.replace("</PLACES>", "") for place in places]
+                            places = [place.replace("</D>", "") for place in line[1:]]
+                            places = [place.replace("</PLACES>\n", "") for place in places]
                         line = f.readline()
                     elif line.startswith("<PEOPLE>"):
                         if line.replace("\n", "") != "<PEOPLE></PEOPLE>":
                             line = line.split("<D>")
-                            people = [p.replace("</D>", "") for p in line[1:-1]]
-                            people = [p.replace("</PEOPLE>", "") for p in people]
+                            people = [p.replace("</D>", "") for p in line[1:]]
+                            people = [p.replace("</PEOPLE>\n", "") for p in people]
                         line = f.readline()
                     elif line.startswith("<ORGS>"):
                         if line.replace("\n", "") != "<ORGS></ORGS>":
                             line = line.split("<D>")
-                            orgs = [org.replace("</D>", "") for org in line[1:-1]]
-                            orgs = [org.replace("</ORGS>", "") for org in orgs]
+                            orgs = [org.replace("</D>", "") for org in line[1:]]
+                            orgs = [org.replace("</ORGS>\n", "") for org in orgs]
                         line = f.readline()
                     elif line.startswith("<EXCHANGES>"):
                         if line.replace("\n", "") != "<EXCHANGES></EXCHANGES>":
                             line = line.split("<D>")
-                            exchanges = [ex.replace("</D>", "") for ex in line[1:-1]]
-                            exchanges = [ex.replace("</EXCHANGES>", "") for ex in exchanges]
+                            exchanges = [ex.replace("</D>", "") for ex in line[1:]]
+                            exchanges = [ex.replace("</EXCHANGES>\n", "") for ex in exchanges]
                         line = f.readline()
                     elif line.startswith("<DATE>"):
                         date = line.replace("\n", "")