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Prepare questions that distinguish textual evidence from unsupported inference.
Explore this workflow →Study & research · General-purpose
Semantic Scholar
Discover scientific literature with AI-generated TLDR summaries and supported Semantic Reader features.
Open Semantic Scholar ↗Official getting-started help ↗For: Educators researching a topic and eligible older learners with approved research access. Documentation reviewed November 7, 2026.
Is it a good fit for your task?
Choose it when…
Initial literature exploration and teaching critical use of research summaries.
Consider another approach when…
A complete systematic review or judging a paper solely by its summary or citation count.
A practical first workflow
Choose which papers deserve full reading and explain what an AI summary leaves out.
Have this ready
Choose a scientific topic and a simple table for recording titles, relevance and limitations.
- Search Semantic Scholar for a focused topic and open two promising paper records.
- Read a TLDR where available, then compare it with the author’s abstract.
- Open Semantic Reader when offered; use section navigation or supported skimming highlights to locate methods and results.
- Inspect a citation card and open the cited work to check how the original paper uses it.
- Record which paper to read fully, why it fits and one detail the short summary omitted.
You’ll have: A justified reading shortlist with source references and notes on summary omissions.
Try this example
Use this sample prompt or task input as a starting point. Adapt the subject and level to your learners.
Search task: find two papers about automatic speech recognition for accented speech. For each, record the population studied, the evaluation measure and a limitation missing from its short summary.
Check your result before sharing
Check publication status, study population and full-text evidence. Reader coverage varies; do not infer absent methods from a TLDR.
TLDRs and Reader features are available for selected papers; citations and popularity do not establish quality.
Other activities to explore
- Compare a paper’s short AI summary with its abstract and full text.
- Follow an in-context citation to trace a research claim.
Keep the official guide beside you
Menus and included features can vary by account or plan. Use the provider’s instructions if your screen differs.
This workflow is an editorial suggestion based on documentation, not a hands-on test or a claim of learning gains. Check school approval, current pricing, and student account eligibility before a classroom rollout. Use public or permitted samples and keep identifiable student information out of unapproved services.