AI RESEARCH

Parallelograms Strike Back: LLMs Generate Better Analogies than People

arXiv CS.AI

ArXi:2603.19066v1 Announce Type: cross Four-term word analogies (A:B::C:D) are classically modeled geometrically as ''parallelograms,'' yet recent work suggests this model poorly captures how humans produce analogies, with simple local-similarity heuristics often providing a better account (Peterson, 2020