semantic-scholar

To find published journal and conference papers beyond arXiv preprints, search using the Semantic Scholar API to return venue metadata, citation counts, and publication years for peer-reviewed articles.

You can filter literature search results by applying minimum citations, publication year, and fields of study constraints to your Semantic Scholar API query to isolate foundational works.

To look up paper metadata using a DOI or ArXiv ID, parse the identifier within your Semantic Scholar query to fetch specific venue names, authors, and TLDR summaries.

The best way to avoid duplicate papers when searching across arXiv and Semantic Scholar is to deduplicate results against arXiv queries, returning venue-only metadata when no preprint exists.

Semantic Scholar search works for finding papers from IEEE, ACM, and Springer venues by querying its API to retrieve published articles with their corresponding citation counts and venue metadata.