Create README.md

README.md

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+---
+pretty_name: SciFact
+---
+
+## Dataset Description
+
+This is yet another attempt to have a useful dataset script for SciFact. In constrast to the [original script by AllenAI](https://huggingface.co/datasets/allenai/scifact), we provide two views (config names), each consisting of all the data:
+1. `as_claims`: Instances are claims with its `cited_document_ids` resolved to their actual document content, saved in `cited_documents`, and
+2. `as_documents`: Instances are documents with its related claims, i.e. claims that originally linked the document at hand via `cited_document_ids`.
+
+### Citation Information
+
+```
+@inproceedings{wadden-etal-2020-fact,
+    title = "Fact or Fiction: Verifying Scientific Claims",
+    author = "Wadden, David  and
+      Lin, Shanchuan  and
+      Lo, Kyle  and
+      Wang, Lucy Lu  and
+      van Zuylen, Madeleine  and
+      Cohan, Arman  and
+      Hajishirzi, Hannaneh",
+    booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
+    month = nov,
+    year = "2020",
+    address = "Online",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/2020.emnlp-main.609",
+    doi = "10.18653/v1/2020.emnlp-main.609",
+    pages = "7534--7550",
+}
+```