Counting Clues: A Lightweight Probabilistic Baseline Can Match an LLM

Furong Jia, Yuan Pu, Finn Guo +1

Large language models (LLMs) excel on multiple-choice clinical diagnosis benchmarks, yet it is unclear how much of this performance reflects underlying probabilistic reasoning. We…