Update the README.

README.md

@@ -1,3 +1,90 @@
 ---
-license: cc-by-nc-2.0
+annotations_creators:
+- expert-generated
+language:
+- en
+language_creators:
+- found
+license:
+- cc-by-nc-2.0
+multilinguality:
+- monolingual
+pretty_name: SciFact
+size_categories:
+- 1K<n<10K
+source_datasets:
+- original
+task_categories:
+- text-classification
+task_ids:
+- fact-checking
+paperswithcode_id: scifact
+dataset_info:
+  features:
+  - name: claim_id
+    dtype: int32
+  - name: claim
+    dtype: string
+  - name: abstract_id
+    dtype: int32
+  - name: title
+    dtype: string
+  - name: abstract
+    sequence: string
+  - name: verdict
+    dtype: string
+  - name: evidence
+    sequence: int32
+  splits:
+  - name: train
+    num_bytes: 1649655
+    num_examples: 919
+  - name: validation
+    num_bytes: 605262
+    num_examples: 340
+  download_size: 3115079
+  dataset_size: 2254917
 ---
+
+
+# Dataset Card for "scifact_entailment"
+
+## Table of Contents
+
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+- [Dataset Structure](#dataset-structure)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+
+## Dataset Description
+
+- **Homepage:** [https://scifact.apps.allenai.org/](https://scifact.apps.allenai.org/)
+- **Repository:** <https://github.com/allenai/scifact>
+- **Paper:** [Fact or Fiction: Verifying Scientific Claims](https://aclanthology.org/2020.emnlp-main.609/)
+- **Point of Contact:** [David Wadden](mailto:davidw@allenai.org)
+
+### Dataset Summary
+
+SciFact, a dataset of 1.4K expert-written scientific claims paired with evidence-containing abstracts, and annotated with labels and rationales.
+
+For more information on the dataset, see [allenai/scifact](https://huggingface.co/datasets/allenai/scifact).
+This has the same data, but reformatted as an entailment task. A single instance includes a claim paired with a paper title and abstract, together with an entailment label and a list of evidence sentences (if any).
+
+## Dataset Structure
+
+### Data fields
+
+- `claim_id`: An `int32` claim identifier.
+- `claim`: A `string`.
+- `abstract_id`: An `int32` abstract identifier.
+- `title`: A `string`.
+- `abstract`: A list of `strings`, one for each sentence in the abstract.
+- `verdict`: The fact-checking verdict, a `string`.
+- `evidence`: A list of sentences from the abstract which provide evidence for the verdict.
+
+### Data Splits
+
+|      |train|validation|
+|------|----:|---------:|
+|claims| 919 |       340|