multi_x_science_sum / README.md
albertvillanova's picture
Reorder split names (#1)
c0fcac5
metadata
annotations_creators:
  - found
language_creators:
  - found
language:
  - en
license:
  - unknown
multilinguality:
  - monolingual
size_categories:
  - 10K<n<100K
source_datasets:
  - original
task_categories:
  - summarization
task_ids: []
paperswithcode_id: multi-xscience
pretty_name: Multi-XScience
tags:
  - paper-abstract-generation
dataset_info:
  features:
    - name: aid
      dtype: string
    - name: mid
      dtype: string
    - name: abstract
      dtype: string
    - name: related_work
      dtype: string
    - name: ref_abstract
      sequence:
        - name: cite_N
          dtype: string
        - name: mid
          dtype: string
        - name: abstract
          dtype: string
  splits:
    - name: train
      num_bytes: 169364465
      num_examples: 30369
    - name: test
      num_bytes: 27965523
      num_examples: 5093
    - name: validation
      num_bytes: 28168498
      num_examples: 5066
  download_size: 61329304
  dataset_size: 225498486

Dataset Card for Multi-XScience

Table of Contents

Dataset Description

Dataset Summary

Multi-XScience, a large-scale multi-document summarization dataset created from scientific articles. Multi-XScience introduces a challenging multi-document summarization task: writing the related-work section of a paper based on its abstract and the articles it references.

Supported Tasks and Leaderboards

[More Information Needed]

Languages

The text in the dataset is in English

Dataset Structure

Data Instances

{'abstract': 'Author(s): Kuperberg, Greg; Thurston, Dylan P. | Abstract: We give a purely topological definition of the perturbative quantum invariants of links and 3-manifolds associated with Chern-Simons field theory. Our definition is as close as possible to one given by Kontsevich. We will also establish some basic properties of these invariants, in particular that they are universally finite type with respect to algebraically split surgery and with respect to Torelli surgery. Torelli surgery is a mutual generalization of blink surgery of Garoufalidis and Levine and clasper surgery of Habiro.', 'aid': 'math9912167', 'mid': '1631980677', 'ref_abstract': {'abstract': ['This note is a sequel to our earlier paper of the same title [4] and describes invariants of rational homology 3-spheres associated to acyclic orthogonal local systems. Our work is in the spirit of the Axelrod–Singer papers [1], generalizes some of their results, and furnishes a new setting for the purely topological implications of their work.', 'Recently, Mullins calculated the Casson-Walker invariant of the 2-fold cyclic branched cover of an oriented link in S^3 in terms of its Jones polynomial and its signature, under the assumption that the 2-fold branched cover is a rational homology 3-sphere. Using elementary principles, we provide a similar calculation for the general case. In addition, we calculate the LMO invariant of the p-fold branched cover of twisted knots in S^3 in terms of the Kontsevich integral of the knot.'], 'cite_N': ['@cite_16', '@cite_26'], 'mid': ['1481005306', '1641082372']}, 'related_work': 'Two other generalizations that can be considered are invariants of graphs in 3-manifolds, and invariants associated to other flat connections @cite_16 . We will analyze these in future work. Among other things, there should be a general relation between flat bundles and links in 3-manifolds on the one hand and finite covers and branched covers on the other hand @cite_26 .'}

Data Fields

{abstract: text of paper abstract
aid: arxiv id
mid: microsoft academic graph id
ref_abstract:
{
abstract: text of reference paper (cite_N) abstract
cite_N: special cite symbol,
mid: reference paper's (cite_N) microsoft academic graph id
},
related_work: text of paper related work
}

Data Splits

The data is split into a training, validation and test.

train validation test
30369 5066 5093

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

[More Information Needed]

Licensing Information

[More Information Needed]

Citation Information

@article{lu2020multi,
  title={Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles},
  author={Lu, Yao and Dong, Yue and Charlin, Laurent},
  journal={arXiv preprint arXiv:2010.14235},
  year={2020}
}

Contributions

Thanks to @moussaKam for adding this dataset.