Datasets:

chaojiang06
/

wiki_auto

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Tetreault},\n title = {Neural {CRF} Model for Sentence Alignment in Text Simplification},\n booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational\n Linguistics, {ACL} 2020, Online, July 5-10, 2020},\n pages = {7943--7960},\n publisher = {Association for Computational Linguistics},\n year = {2020},\n url = {https://www.aclweb.org/anthology/2020.acl-main.709/}\n}\n", "homepage": "https://github.com/chaojiang06/wiki-auto", "license": "CC-BY-SA 3.0", "features": {"example_id": {"dtype": "string", "id": null, "_type": "Value"}, "normal": {"normal_article_id": {"dtype": "int32", "id": null, "_type": "Value"}, "normal_article_title": {"dtype": "string", "id": null, "_type": "Value"}, "normal_article_url": {"dtype": "string", "id": null, "_type": "Value"}, "normal_article_content": {"feature": {"normal_sentence_id": {"dtype": "string", "id": null, "_type": "Value"}, "normal_sentence": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}}, "simple": {"simple_article_id": {"dtype": "int32", "id": null, "_type": "Value"}, "simple_article_title": {"dtype": "string", "id": null, "_type": "Value"}, "simple_article_url": {"dtype": "string", "id": null, "_type": "Value"}, "simple_article_content": {"feature": {"simple_sentence_id": {"dtype": "string", "id": null, "_type": "Value"}, "simple_sentence": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}}, "paragraph_alignment": {"feature": {"normal_paragraph_id": {"dtype": "string", "id": null, "_type": "Value"}, "simple_paragraph_id": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}, "sentence_alignment": {"feature": {"normal_sentence_id": {"dtype": "string", "id": null, "_type": "Value"}, "simple_sentence_id": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "wiki_auto", "config_name": "auto", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"part_1": {"name": "part_1", "num_bytes": 1773240295, "num_examples": 125059, "dataset_name": "wiki_auto"}, "part_2": {"name": "part_2", "num_bytes": 80417651, "num_examples": 13036, "dataset_name": "wiki_auto"}}, "download_checksums": {"https://github.com/chaojiang06/wiki-auto/raw/master/wiki-auto/all_data/wiki-auto-part-1-data.json": {"num_bytes": 2067424750, "checksum": "136d8e113a773d3669228a57cae733fca079954daf0b3514505410c66d1a69b6"}, "https://github.com/chaojiang06/wiki-auto/raw/master/wiki-auto/all_data/wiki-auto-part-2-data.json": {"num_bytes": 93214171, "checksum": "94b33a11447c121a0ce7293de20fb969c36d8a62b31afc5873a4174ed17a1d4e"}}, "download_size": 2160638921, "post_processing_size": null, "dataset_size": 1853657946, "size_in_bytes": 4014296867}, "auto_full_no_split": {"description": "WikiAuto provides a set of aligned sentences from English Wikipedia and Simple English Wikipedia\nas a resource to train sentence simplification systems. The authors first crowd-sourced a set of manual alignments\nbetween sentences in a subset of the Simple English Wikipedia and their corresponding versions in English Wikipedia\n(this corresponds to the `manual` config), then trained a neural CRF system to predict these alignments.\nThe trained model was then applied to the other articles in Simple English Wikipedia with an English counterpart to\ncreate a larger corpus of aligned sentences (corresponding to the `auto`, `auto_acl`, `auto_full_no_split`, and `auto_full_with_split` configs here).\n", "citation": "@inproceedings{acl/JiangMLZX20,\n author = {Chao Jiang and\n Mounica Maddela and\n Wuwei Lan and\n Yang Zhong and\n Wei Xu},\n editor = {Dan Jurafsky and\n Joyce Chai and\n Natalie Schluter and\n Joel R. 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