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AppsSemantic Scholar ToolsSemanticscholar Get Paper Recommendations
Semantic Scholar Tools

Semanticscholar Get Paper Recommendations

Tool to get paper recommendations based on positive and negative example papers. Use when you need to find papers similar to ones you like (positive examples) and optionally dissimilar to ones you don't like (negative examples). The recommendation engine analyzes the provided ex…

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Use Semanticscholar Get Paper Recommendations

Pricing and limits

Pricing
Free
Unified payment
Not currently supported

Inputs

  • limitinteger
    Maximum number of paper recommendations to return. Default is 100, maximum is 500.
  • fieldsstring
    Comma-separated list of fields to return for each recommended paper. If not specified, only paperId and title are returned. Available fields include: paperId, corpusId, externalIds, url, title, abstract, venue, publicationVenue, year, referenceCount, citationCount, influentialCi…
  • negative_paper_idsarray
    Array of paper IDs that represent negative examples (papers you don't want similar recommendations for). This is optional and helps refine recommendations by excluding similar papers. Accepts the same ID formats as positive_paper_ids.
  • positive_paper_idsarray
    Required
    Array of paper IDs that represent positive examples (papers you like and want similar recommendations for). Supported ID formats include: Semantic Scholar ID (e.g., '649def34f8be52c8b66281af98ae884c09aef38b'), CorpusId (e.g., 'CorpusId:215416146'), DOI (e.g., 'DOI:10.18653/v1/N1…

Observable output

  • data
    Required
    Data from the action execution
  • errorstring
    Error if any occurred during the execution of the action
  • successfulboolean
    Required
    Whether or not the action execution was successful or not

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