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README.md

@@ -3,4 +3,70 @@ tags:
 - question-answering
 language:
 - ind
----
+---
+
+TyDiQA dataset is collected from Wikipedia articles with human-annotated question and answer pairs covering 11 languages. 
+The question-answer pairs are collected for each language without using translation services.
+IndoNLG uses the Indonesian data from the secondary Gold passage task of the original TyDiQA dataset and
+randomly split off 15% of the training data and use it as the test set.
+
+
+## Dataset Usage
+
+Run `pip install nusacrowd` before loading the dataset through HuggingFace's `load_dataset`.
+
+## Citation
+
+```@article{clark-etal-2020-tydi,
+    title = "{T}y{D}i {QA}: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages",
+    author = "Clark, Jonathan H.  and
+      Choi, Eunsol  and
+      Collins, Michael  and
+      Garrette, Dan  and
+      Kwiatkowski, Tom  and
+      Nikolaev, Vitaly  and
+      Palomaki, Jennimaria",
+    journal = "Transactions of the Association for Computational Linguistics",
+    volume = "8",
+    year = "2020",
+    address = "Cambridge, MA",
+    publisher = "MIT Press",
+    url = "https://aclanthology.org/2020.tacl-1.30",
+    doi = "10.1162/tacl_a_00317",
+    pages = "454--470",
+}
+
+@inproceedings{cahyawijaya-etal-2021-indonlg,
+    title = "{I}ndo{NLG}: Benchmark and Resources for Evaluating {I}ndonesian Natural Language Generation",
+    author = "Cahyawijaya, Samuel  and
+      Winata, Genta Indra  and
+      Wilie, Bryan  and
+      Vincentio, Karissa  and
+      Li, Xiaohong  and
+      Kuncoro, Adhiguna  and
+      Ruder, Sebastian  and
+      Lim, Zhi Yuan  and
+      Bahar, Syafri  and
+      Khodra, Masayu  and
+      Purwarianti, Ayu  and
+      Fung, Pascale",
+    booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing",
+    month = nov,
+    year = "2021",
+    address = "Online and Punta Cana, Dominican Republic",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/2021.emnlp-main.699",
+    doi = "10.18653/v1/2021.emnlp-main.699",
+    pages = "8875--8898"
+}
+```
+
+## License
+
+Creative Common Attribution Share-Alike 4.0 International
+
+## Homepage
+
+### NusaCatalogue
+
+For easy indexing and metadata: [https://indonlp.github.io/nusa-catalogue](https://indonlp.github.io/nusa-catalogue)