hitab / dataset_infos.json
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{"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": {
"dtype": "string",
"_type": "Value"
},
"table_source": {
"dtype": "string",
"_type": "Value"
},
"sentence_id": {
"dtype": "string",
"_type": "Value"
},
"sub_sentence_id": {
"dtype": "string",
"_type": "Value"
},
"sub_sentence": {
"dtype": "string",
"_type": "Value"
},
"question": {
"dtype": "string",
"_type": "Value"
},
"answer": {
"dtype": "large_string",
"_type": "Value"
},
"aggregation": {
"dtype": "large_string",
"_type": "Value"
},
"linked_cells": {
"dtype": "large_string",
"_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
}
},
"download_size": 6462957,
"dataset_size": 52442693,
"size_in_bytes": 58905650
}}