When Models Know More Than They Say: Probing Analogical Reasoning in LLMs

Hope McGovern, Caroline Craig, Thomas Lippincott +1

Analogical reasoning is a core cognitive faculty essential for narrative understanding. While LLMs perform well when surface and structural cues align, they struggle in cases where…