The Imperfective Paradox in Large Language Models
arXiv:2601.09373v2 Announce Type: replace
Abstract: Do Large Language Models (LLMs) genuinely grasp the compositional semantics of events, or do they rely on surface-level probabilistic heuristics? We investigate the Imperfective Paradox, a logical ph…