Update README.md

README.md

@@ -1,3 +1,65 @@
 ---
-license: c-uda
+annotations_creators:
+- expert-generated
+- crowdsourced
+language:
+- en
+language_creators:
+- found
+- crowdsourced
+- expert-generated
+license:
+- c-uda
+multilinguality:
+- monolingual
+paperswithcode_id: totto
+pretty_name: HiTab
+size_categories:
+- 10K<n<100K
+source_datasets:
+- original
+- extended|totto
+tags: []
+task_categories:
+- table-to-text
+task_ids: []
 ---
+
+# Dataset Card for HiTab
+
+## Dataset Description
+- **Homepage:** https://www.microsoft.com/en-us/research/publication/hitab-a-hierarchical-table-dataset-for-question-answering-and-natural-language-generation/
+- **Repository:** https://github.com/microsoft/HiTab/blob/main/LICENSE
+- **Paper:** https://aclanthology.org/2022.acl-long.78/
+
+### Dataset Summary
+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.
+
+### Supported Tasks and Leaderboards
+Table-to-Text Generation, Question Answering
+
+### Languages
+English
+
+### Data Instances
+3,597 tables, 10,686 sentences
+
+### Data Splits
+train, test, validation
+
+## Dataset Creation
+During the dataset annotation process, annotators first manually collect tables and descriptive sentences highly-related to tables on statistical websites written by professional analysts. Then these descriptions are revised to questions to preserve the original meanings and analyses.
+
+### Licensing Information
+
+This dataset follows the Computational Use of Data Agreement v1.0.
+
+### Citation Information
+
+```
+@article{cheng2021hitab,
+  title={HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation},
+  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},
+  journal={arXiv preprint arXiv:2108.06712},
+  year={2021}
+}