2 papers
cs.CL2026
Drift Inspector: Exploring and Measuring Scientific Drift with Atomic Contribution Claims
Vsevolod Karimov, Stepan Ostarkov, Anastasia Poroshina +2
Scientific abstracts mix contributions with background, motivation, and meta-language, so tools that read them as-is cannot separate what a field produces from what it discusses. W…
physics.chem-ph2026
Human Language Shapes the Emerging Physical Reasoning in Large Language Models
Gregorii A. Semakin, Timofey V. Losev, Ilya V. Prolomov +3
Whether large language models (LLMs) acquire adequate representations of physical reality by predicting the next token remains unresolved. Molecular conformations provide a quantit…