Bayesian Preference Elicitation with Language Models

Bayesian Preference Elicitation with Language Models

8 March 2024

Noah D. Goodman

Papers citing "Bayesian Preference Elicitation with Language Models"

11 / 11 papers shown

Title
ADAPT: Actively Discovering and Adapting to Preferences for any Task Maithili Patel Xavier Puig Ruta Desai Roozbeh Mottaghi Sonia Chernova Joanne Truong Akshara Rai 36 0 0 05 Apr 2025
QuestBench: Can LLMs ask the right question to acquire information in reasoning tasks? Belinda Z. Li Been Kim Z. Wang LRM 38 2 0 28 Mar 2025
Active Preference-based Learning for Multi-dimensional Personalization Minhyeon Oh Seungjoon Lee Jungseul Ok 26 1 0 01 Nov 2024
JumpStarter: Getting Started on Personal Goals with AI-Powered Context Curation Sitong Wang Xuanming Zhang Jenny Ma Alyssa Hwang Lydia B. Chilton 28 0 0 04 Oct 2024
Large Language Model Driven Recommendation A. Korikov Scott Sanner Yashar Deldjoo Zhankui He Julian McAuley ... René Vidal Mahesh Sathiamoorthy Atoosa Kasrizadeh Silvia Milano Francesco Ricci 43 0 0 20 Aug 2024
Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation David Eric Austin A. Korikov Armin Toroghi Scott Sanner 31 9 0 02 May 2024
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys) Yashar Deldjoo Zhankui He Julian McAuley A. Korikov Scott Sanner Arnau Ramisa René Vidal M. Sathiamoorthy Atoosa Kasirzadeh Silvia Milano VLM 28 40 0 31 Mar 2024
STaR-GATE: Teaching Language Models to Ask Clarifying Questions Chinmaya Andukuri Jan-Philipp Fränken Tobias Gerstenberg Noah D. Goodman SyDa LRM 35 31 0 28 Mar 2024
KTO: Model Alignment as Prospect Theoretic Optimization Kawin Ethayarajh Winnie Xu Niklas Muennighoff Dan Jurafsky Douwe Kiela 159 444 0 02 Feb 2024
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 308 11,909 0 04 Mar 2022
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 275 1,587 0 18 Sep 2019