LLMs Fail the Imperfective Paradox: Study Reveals Teleological Bias in Semantic Event Understanding

Bolei Ma, Yusuke Miyao. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.