scifactcheck / README.md
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metadata
license: mit
task_categories:
  - text-generation
language:
  - en
tags:
  - chemistry
  - biology
  - art
  - medical
size_categories:
  - 1K<n<10K
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
dataset_info:
  features:
    - name: field
      dtype: string
    - name: topic
      dtype: string
    - name: title
      dtype: string
    - name: scientific_entity
      dtype: string
    - name: paper_doi
      dtype: string
    - name: s2orc_url
      dtype: string
    - name: pdf_url
      dtype: string
    - name: text_url
      dtype: string
    - name: citationCount
      dtype: float64
    - name: publicationDate
      dtype: string
  splits:
    - name: train
      num_bytes: 873817
      num_examples: 2500
  download_size: 389125
  dataset_size: 873817

2500 scientific entities extracted from S2ORC API by getting survey papers (Engineering, Life Sciences, Physical Sciences and Mathematics, Social and Behavioral Sciences) and the Internt Encyclopedia of Philosophy (Arts and Humanities). Each field has 500 entities. Available information:

  • field: one of the five main fields.
  • topic: the specific topic(s) the original article came from; either the fieldOfStudy (S2ORC) or the specific philosophy subtopic (IEP).
  • title: the title of the original survey paper/article the entity is extracted from.
  • scientific_entity: the extracted scientific entity to be used for prompting.
  • paper_doi: the doi of the survey paper (S2ORC only).
  • s2orc_url: the url of the survey paper (S2ORC only).
  • pdf_url: the url of the pdf containing the original paper (S2ORC only).
  • text_url: the url to the webpage containing the IEP article (IEP only).
  • citationCount: citation count of the original survey paper at the time of extraction (S2ORC only).
  • publicationDate: publication date of the original survey paper (S2ORC only).