Create README.md

README.md

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+---
+pretty_name: SciFact Corpus
+language:
+  - en
+license: apache-2.0
+task_categories:
+  - retrieval
+  - text-retrieval
+task_ids:
+  - document-retrieval
+size_categories:
+  - 100K<n<1M
+
+dataset_info:
+  features:
+    - name: docid
+      dtype: string
+    - name: title
+      dtype: string
+    - name: text
+      dtype: string
+
+  splits:
+    - name: train
+      num_bytes: null
+      num_examples: null
+
+  download_size: null
+  dataset_size: null
+
+citation: |
+  @inproceedings{Wadden2020FactOF,
+    title={Fact or Fiction: Verifying Scientific Claims},
+    author={David Wadden and Shanchuan Lin and Kyle Lo and Lucy Lu Wang and Madeleine van Zuylen and Arman Cohan and Hannaneh Hajishirzi},
+    booktitle={EMNLP},
+    year={2020},
+  }
+
+---
+
+# SciFact Corpus
+
+Scientific document retrieval corpus from the SciFact dataset.
+
+## Features
+
+- `docid`: document identifier
+- `title`: document title
+- `text`: document contents