citesure 0.1.95: 230/230 citation integrity bench for LLM-era papers

#ai #research #opensource #python

citesure is an open-source gate for LLM-era bibliographies.

Numbers

Integrity bench 230/230 across ML, clinical guidelines, climate, auctions, economics, books, fabrications
Claims mini-bench 21/21
Live demo: https://citesure.sybilgambleyyu.workers.dev/

Author workflow

pip install "git+https://github.com/SybilGambleyyu/citesure.git[pdf]"
citesure warm-cache refs.bib
citesure check refs.bib --used-in paper.tex
citesure fix refs.bib --used-in paper.tex -o fixed.bib
citesure extract-claims paper.tex --bib fixed.bib --score

Manuscript-scoped checks (--used-in) keep huge Overleaf libraries practical. Open Library covers books via ISBN. arXiv id lookups are disk-cached against rate limits.

Full write-up: https://sybilgambleyyu.github.io/blog/posts/citesure.html

Source: https://github.com/SybilGambleyyu/citesure