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Paperlib 3.1.12, released by Future Scholars as the 17th iteration of the project, is an open-source reference manager engineered specifically for computer-science researchers who need a lightweight yet systematic way to organize growing libraries of PDF preprints, conference proceedings and journal articles. Written with minimalist design principles, the application ingests papers through simple drag-and-drop, automatically extracts metadata such as title, authors, venue and year, and stores every entry in a local SQLite database that remains fully under the user’s control. Because it is purpose-built for the CS community, Paperlib ships with tailored import filters for arXiv, DBLP, ACM Digital Library and IEEE Xplore, and it recognises common computer-science conference acronyms without manual correction. Once indexed, papers can be tagged, starred, grouped into personalised collections and quickly located through an incremental search bar that reacts to titles, abstracts or custom keywords. Integration with VS Code and LaTeX workflows is provided through a lightweight citation picker that pastes BibTeX keys directly into editor buffers, while a companion VS Code extension keeps `.bib` files in sync without leaving the coding environment. PDFs can be opened with an external viewer, annotated, then re-imported so that supplementary notes stay linked to the bibliographic record. The program runs natively on Windows, macOS and Linux, stores no data in the cloud, and allows entire libraries to be exported as BibTeX, JSON or plain CSV for backup or migration. Paperlib is available for free on get.nero.com, with downloads provided via trusted Windows package sources (e.g. winget), always delivering the latest version, and supporting batch installation of multiple applications.
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