Create README.md

README.md

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+---
+license: cc-by-4.0
+task_categories:
+- sentence-similarity
+- feature-extraction
+language:
+- en
+---
+
+# Dataset Card for "scidocs"
+
+## Table of Contents
+- [Table of Contents](#table-of-contents)
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+- [Additional Information](#additional-information)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+
+## Dataset Description
+
+
+- **Homepage:** [https://github.com/allenai/scidocs](https://github.com/allenai/scidocs)
+
+### Dataset Summary
+
+This is a modified version of the original scidocs dataset for retrieval tasks. The original is availabe [here](https://github.com/allenai/scidocs).
+
+## Dataset Structure
+
+### Data Instances
+
+An example of 'train' looks as follows.
+
+```json
+{
+    "title": "Discovery of inference rules for question-answering",
+    "abstract": "One of the main challenges in question-answering is the potential mismatch between the expressions in questions and ...",
+}
+```
+
+### Data Fields
+
+The data fields are the same among all splits.
+
+- `title`: a `string` feature.
+- `abstract`: a `string` feature.
+
+## Additional Information
+
+### Licensing Information
+
+This dataset is distributed under the cc-by-4.0 license.
+
+### Citation Information
+
+BibTeX:
+```json
+@inproceedings{specter2020cohan,
+  title={SPECTER: Document-level Representation Learning using Citation-informed Transformers},
+  author={Arman Cohan and Sergey Feldman and Iz Beltagy and Doug Downey and Daniel S. Weld},
+  booktitle={ACL},
+  year={2020}
+}
+```