lit-review

A multi-source literature search queries arXiv, OpenAlex, and Semantic Scholar to aggregate relevant papers for a research question. Results are then merged through cross-source deduplication to produce a clean, verified bibliography.

Citation verification enforces strict existence and metadata checks before any result is reported. This prevents unverified or dubious citations from entering your literature review and ensures your final bibliography is accurate.

Yes, cross-source deduplication automatically merges duplicate results found across arXiv, OpenAlex, and Semantic Scholar. This removes redundant entries and delivers a unified, curated bibliography for your research question.

The default time scope for a literature review is the last two years of publications. Users can override this default time frame to expand or narrow the historical search range as needed for their research.

You can generate structured summaries by routing your deduplicated results to a paper-summarizer. This produces concise summaries specifically for tier-A papers identified during the literature search process.