Bayesian Experimental Design

Active Task Disambiguation with LLMs
This paper formalizes task ambiguity and frames task disambiguation as Bayesian Experimental Design, yielding effective clarifying question selection for LLMs. Accepted at ICLR 2025.
Katarzyna Kobalczyk, Nicolás Astorga, Tennison Liu, Mihaela van der Schaar
Jan 22, 2025
arXiv
Active Task Disambiguation with LLMs