ACL venues 2018–2026 (Drift Inspector original)

Original analysis

Original analysis by hamyrappy (Karimov, Ostarkov, Poroshina, Frolov, Panchenko).

Karimov, Ostarkov, Poroshina, Frolov, Panchenko. Drift Inspector: Exploring and Measuring Scientific Drift with Atomic Contribution Claims. arXiv:2609.39710, 2026.

Paper · Repository · Original live demo · Licence CC BY 4.0

Re-baked with this site's viewer theme; statistics, clusters and coordinates unchanged.

Claims CSV · Clusters CSV

Method and citation

Method

This analysis runs the original Drift Inspector methodology: Atomic Contribution Claims extracted from titles and abstracts by an LLM, SPECTER2 embeddings, UMAP and HDBSCAN clustering, and per-year document frequency.

Vsevolod Karimov, Stepan Ostarkov, Anastasia Poroshina, Anatoly Frolov, Alexander Panchenko. Drift Inspector: Exploring and Measuring Scientific Drift with Atomic Contribution Claims. 2026. arXiv:2609.39710 · code (MIT)