Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation

David Eric Austin, Anton Korikov, Armin Toroghi +1

Designing preference elicitation (PE) methodologies that can quickly ascertain a user's top item preferences in a cold-start setting is a key challenge for building effective and p…