AdaptFuse: Training-Free Sequential Preference Inference via Externalized Bayesian Computation

Fangzhou Lin, Zilin Dai, Peiran Li +8

Large language models (LLMs) struggle to accumulate evidence across multiple rounds of user interactions, failing to update their beliefs in a manner consistent with Bayesian infer…