Dingyi Pan

Are explicit belief representations necessary? A comparison between Large Language Models and Bayesian probabilistic models

Large language models (LLMs) have exhibited certain indirect pragmatic capabilities, including interpreting indirect requests and non-literal meanings. Yet, it is unclear whether the success of LLMs on pragmatic tasks generalizes to phenomena that directly probe inferences about the beliefs of other…