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

Fangzhou Lin, Peiran Li, Shuo Xing +6

Large language models struggle to accumulate evidence across multiple rounds of user interaction, failing to update their beliefs in a manner consistent with Bayesian inference. Ex…