metadata

license: cc-by-4.0
task_categories:
  - sentence-similarity
  - feature-extraction
language:
  - en

Dataset Card for "scidocs"

Table of Contents
Dataset Description
- Dataset Summary
Dataset Structure
- Data Instances
- Data Fields
Additional Information
- Licensing Information
- Citation Information

Dataset Description

Homepage: 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.

Dataset Structure

Data Instances

An example of 'train' looks as follows.

{
    "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:

@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}
}