{"default": { | |
"description": "HiTab is a dataset for question answering and data-to-text over hierarchical tables. It contains 10,672 samples and 3,597 tables from statistical reports (StatCan, NSF) and Wikipedia (ToTTo). 98.1% of the tables in HiTab are with hierarchies.\n", | |
"citation": "@article{cheng2021hitab,\n title={HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation},\n author={Cheng, Zhoujun and Dong, Haoyu and Wang, Zhiruo and Jia, Ran and Guo, Jiaqi and Gao, Yan and Han, Shi and Lou, Jian-Guang and Zhang, Dongmei},\n journal={arXiv preprint arXiv:2108.06712},\n year={2021}\n}\n", | |
"homepage": "https://www.microsoft.com/en-us/research/publication/hitab-a-hierarchical-table-dataset-for-question-answering-and-natural-language-generation/", | |
"license": "", | |
"features": { | |
"id": { | |
"dtype": "string", | |
"_type": "Value" | |
}, | |
"table_id": { | |
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"_type": "Value" | |
}, | |
"table_source": { | |
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"_type": "Value" | |
}, | |
"sentence_id": { | |
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"_type": "Value" | |
}, | |
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"_type": "Value" | |
}, | |
"sub_sentence": { | |
"dtype": "string", | |
"_type": "Value" | |
}, | |
"question": { | |
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"_type": "Value" | |
}, | |
"answer": { | |
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"_type": "Value" | |
}, | |
"aggregation": { | |
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"_type": "Value" | |
}, | |
"linked_cells": { | |
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"_type": "Value" | |
}, | |
"answer_formulas": { | |
"dtype": "large_string", | |
"_type": "Value" | |
}, | |
"reference_cells_map": { | |
"dtype": "large_string", | |
"_type": "Value" | |
}, | |
"table_content": { | |
"dtype": "large_string", | |
"_type": "Value" | |
} | |
}, | |
"builder_name": "hitab", | |
"config_name": "default", | |
"version": { | |
"version_str": "2022.2.7", | |
"major": 2022, | |
"minor": 2, | |
"patch": 7 | |
}, | |
"splits": { | |
"train": { | |
"name": "train", | |
"num_bytes": 36419103, | |
"num_examples": 7417, | |
"dataset_name": null | |
}, | |
"validation": { | |
"name": "validation", | |
"num_bytes": 8312699, | |
"num_examples": 1671, | |
"dataset_name": null | |
}, | |
"test": { | |
"name": "test", | |
"num_bytes": 7710891, | |
"num_examples": 1584, | |
"dataset_name": null | |
} | |
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"download_size": 6462957, | |
"dataset_size": 52442693, | |
"size_in_bytes": 58905650 | |
}} |