| {"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": "C-UDA 1.0", | |
| "features": { | |
| "id": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "table_id": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "table_source": { | |
| "dtype": "string", | |
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| }, | |
| "sentence_id": { | |
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| }, | |
| "sub_sentence_id": { | |
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| "_type": "Value" | |
| }, | |
| "sub_sentence": { | |
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| }, | |
| "question": { | |
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| "_type": "Value" | |
| }, | |
| "answer": { | |
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| "linked_cells": { | |
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| "_type": "Value" | |
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| "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 | |
| } | |
| }, | |
| "download_size": 6462957, | |
| "dataset_size": 52442693, | |
| "size_in_bytes": 58905650 | |
| }} |