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

arXiv:2604.03925v2 Announce Type: replace-cross Abstract: 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 inference. Existing solutio