dsh-plugin-academic-paper

When you ask a large model to draft a literature review, the scarpest failure mode is not poor prose. It is the model confidently citing three papers that do not exist, complete with plausible author names and DOI strings. dsh-plugin-academic-paper exists for exactly this pain point: it hands paper search and citation formatting to real public APIs, leaves interpretation and synthesis to the model, and makes fabrication structurally impossible.

Under the hood the plugin queries both arXiv and Semantic Scholar, letting you filter by keyword, author, or year range and sort by relevance, date, or citation count. Every result expands to full metadata: abstract, complete author list, venue, citation count, PDF link, and canonical URL. Citations are generated deterministically on the local machine in GB/T 7714, APA, or BibTeX, never routed through the model. A per-session reference library deduplicates by DOI and arXiv ID, supports additions and removals, and exports in one click to BibTeX or Markdown. A side panel lets you copy text or download .bib and .md files directly.

If you rely on DeepSeek for literature surveys, coursework, or academic writing and need citations that are verifiable and format-compliant, this plugin turns speculative searching into grounded retrieval. All data lives in memory only; nothing touches disk, and everything clears on uninstall or restart.