Scholar Enrich

To attach abstracts and open access PDFs to Scholar search results, use Scholar Enrich to fetch external metadata from arXiv, S2, and Unpaywall. This process augments literature review workflows by appending citation counts and direct PDF URLs to individual records.

The best way to get Semantic Scholar IDs for academic papers is to run them through a metadata enrichment workflow using Scholar Enrich. It queries S2 directly to attach the corresponding S2 ID and citation metrics to your existing Scholar search results.

Yes, you can use Unpaywall to find open access PDFs for literature reviews. Scholar Enrich integrates Unpaywall data to automatically retrieve and attach direct OA PDF URLs to your Scholar results, streamlining access to full-text academic papers.

You standardize academic paper metadata into a single payload by applying the Scholar Enrich workflow to your Scholar results. It aggregates abstracts, arXiv URLs, S2 IDs, and OA PDF URLs into a standardized PaperMeta payload for downstream academic literature processing.

Yes, you need a paper searching capability to fetch arXiv metadata. Scholar Enrich relies on this prerequisite capability to query external sources and successfully attach abstracts, arXiv URLs, and citation counts to your initial Scholar results.