Measuring and exploring scientific drift with Atomic Contribution Claims
An LLM distills every abstract into atomic contribution claims — what a paper actually adds, stripped of motivation and boilerplate. Claims are embedded, clustered across years, and served as an interactive map where every field-level trend can be traced down to the individual claims and papers behind it.
Six major venues in one joint claim space — ACL, EMNLP, NAACL, EACL, COLING, AACL — with cross-venue comparison.
The single-venue, year-balanced corpus analysed in depth in the EMNLP 2026 demo paper.
Every abstract in the Anthology, 1963–2026, extracted into atomic claims. Released as a dataset on Hugging Face.