Beyond Surface Structure: A Causal Assessment of LLMs' Comprehension Ability

Yujin Han, Lei Xu, Sirui Chen +2

Large language models (LLMs) have shown remarkable capability in natural language tasks, yet debate persists on whether they truly comprehend deep structure (i.e., core semantics)…