Semantic Scholar

Turn paper discovery into a checkable research process

Begin with a research question that names the population, intervention or concept you need to understand. Search using a few precise terms, then inspect whether the returned work actually addresses the question. A matching title can hide a different method, population or publication context.

Keep a small collection with the title, date, study type and reason for inclusion. Use citation trails to discover related work, while checking whether an influential paper is relevant to your particular problem. A citation count is not a substitute for reading the methods and limitations.

Product scope in the official documentation

Semantic Scholar is a free AI-powered tool from Ai2 for finding and understanding scientific literature. Its official product material describes paper search, TLDR summaries where available, citation exploration, saved libraries, research recommendations and alerts. Semantic Reader adds reading context on supported papers. The Academic Graph API exposes scholarly metadata and recommendations. Feature coverage varies; summaries and paper answers should be checked against the original publication.

A practical evaluation checklist

Read a summary as a navigation aid and inspect the original publication for important conclusions. Check what was measured, how the evidence was collected and what the authors say the result cannot establish. Keep your interpretation separate from the paper’s findings so a later reader can follow the reasoning.

If using an API, define the fields and update frequency you need, then check current authentication, usage terms and limits in the official documentation. Do not infer access to full text from the presence of a metadata record. Start with a small known sample before building a larger research collection.

Common questions

Can I rely only on an AI paper summary?

Use a summary to decide what to read. Check important methods, results and limitations in the original publication before citing a conclusion.

Does a paper record guarantee full-text access?

No. Inspect the available publication links and the applicable access rights for the specific paper.

Continue your workflow

• Maintain a shared research knowledge base
• Compare web research API workflows

Sources and editorial scope

• Official product publication: paper search, TLDR summaries, libraries, Research Feeds, alerts, Semantic Reader and limited Ask This Paper.
• Academic Graph, Recommendations and Datasets APIs; authentication/rate limits vary.

Sources checked October 25, 2026. Product facts summarize official documentation. Evaluation steps are Wrowo editorial suggestions, not a completed hands-on benchmark.