Eliciting Human Preferences with Language Models

17 October 2023

Papers citing "Eliciting Human Preferences with Language Models"

32 / 32 papers shown

Title
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
Navigating Rifts in Human-LLM Grounding: Study and Benchmark Omar Shaikh Hussein Mozannar Gagan Bansal Adam Fourney Eric Horvitz 76 2 0 18 Mar 2025
When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning Yijiang River Dong Tiancheng Hu Yinhong Liu Ahmet Üstün Nigel Collier 80 1 0 26 Feb 2025
The Call for Socially Aware Language Technologies Diyi Yang Dirk Hovy David Jurgens Barbara Plank VLM 61 11 0 24 Feb 2025
TAPO: Task-Referenced Adaptation for Prompt Optimization Wenxin Luo Luu Anh Tuan Xiaopeng Li Weibo Zhou Pengyue Jia Xiangyu Zhao 47 0 0 12 Jan 2025
A Survey of Conversational Search Fengran Mo Kelong Mao Ziliang Zhao Hongjin Qian Haonan Chen Yiruo Cheng X. Li Bo Li Zhicheng Dou Jian-Yun Nie KELM 37 3 0 21 Oct 2024
Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions Michael J.Q. Zhang W. Bradley Knox Eunsol Choi 48 4 0 17 Oct 2024
Aligning LLMs with Individual Preferences via Interaction Shujin Wu May Fung Cheng Qian Jeonghwan Kim Dilek Z. Hakkani-Tür Heng Ji 31 10 0 04 Oct 2024
Problem Solving Through Human-AI Preference-Based Cooperation Subhabrata Dutta Timo Kaufmann Goran Glavas Ivan Habernal Kristian Kersting Frauke Kreuter Mira Mezini Iryna Gurevych Eyke Hüllermeier Hinrich Schuetze 98 1 0 14 Aug 2024
Situated Instruction Following So Yeon Min Xavi Puig Devendra Singh Chaplot Tsung-Yen Yang Akshara Rai Priyam Parashar Ruslan Salakhutdinov Yonatan Bisk Roozbeh Mottaghi 38 1 0 15 Jul 2024
On Subjective Uncertainty Quantification and Calibration in Natural Language Generation Ziyu Wang Chris Holmes UQLM 50 4 0 07 Jun 2024
Pragmatic Feature Preferences: Learning Reward-Relevant Preferences from Human Input Andi Peng Yuying Sun Tianmin Shu David Abel 43 3 0 23 May 2024
Toward In-Context Teaching: Adapting Examples to Students' Misconceptions Alexis Ross Jacob Andreas 31 4 0 07 May 2024
Policy Learning with a Language Bottleneck Megha Srivastava Cédric Colas Dorsa Sadigh Jacob Andreas 40 3 0 07 May 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
Social Choice Should Guide AI Alignment in Dealing with Diverse Human Feedback Vincent Conitzer Rachel Freedman J. Heitzig Wesley H. Holliday Bob M. Jacobs ... Eric Pacuit Stuart Russell Hailey Schoelkopf Emanuel Tewolde W. Zwicker 41 28 0 16 Apr 2024
ChatShop: Interactive Information Seeking with Language Agents Sanxing Chen Sam Wiseman Bhuwan Dhingra KELM 31 7 0 15 Apr 2024
STaR-GATE: Teaching Language Models to Ask Clarifying Questions Chinmaya Andukuri Jan-Philipp Fränken Tobias Gerstenberg Noah D. Goodman SyDa LRM 44 32 0 28 Mar 2024
Bayesian Preference Elicitation with Language Models Kunal Handa Yarin Gal Ellie Pavlick Noah D. Goodman Jacob Andreas Alex Tamkin Belinda Z. Li 36 12 0 08 Mar 2024
Loose LIPS Sink Ships: Asking Questions in Battleship with Language-Informed Program Sampling Gabriel Grand Valerio Pepe Jacob Andreas Joshua B. Tenenbaum ReLM 31 6 0 29 Feb 2024
Towards Unified Alignment Between Agents, Humans, and Environment Zonghan Yang An Liu Zijun Liu Kai Liu Fangzhou Xiong ... Zhenhe Zhang Fuwen Luo Zhicheng Guo Peng Li Yang Liu 32 4 0 12 Feb 2024
Had enough of experts? Quantitative knowledge retrieval from large language models David Selby Kai Spriestersbach Yuichiro Iwashita Dennis Bappert Archana Warrier Sumantrak Mukherjee Muhammad Nabeel Asim Koichi Kise Sebastian Vollmer 44 0 0 12 Feb 2024
Rethinking Interpretability in the Era of Large Language Models Chandan Singh J. Inala Michel Galley Rich Caruana Jianfeng Gao LRM AI4CE 77 62 0 30 Jan 2024
Active Preference Inference using Language Models and Probabilistic Reasoning Wasu Top Piriyakulkij Volodymyr Kuleshov Kevin Ellis LRM 30 12 0 19 Dec 2023
"I Want It That Way": Enabling Interactive Decision Support Using Large Language Models and Constraint Programming Connor Lawless Jakob Schoeffer Lindy Le Kael Rowan Shilad Sen Cristina St. Hill Jina Suh Bahar Sarrafzadeh 41 8 0 12 Dec 2023
Evaluating and Mitigating Discrimination in Language Model Decisions Alex Tamkin Amanda Askell Liane Lovitt Esin Durmus Nicholas Joseph Shauna Kravec Karina Nguyen Jared Kaplan Deep Ganguli 38 66 0 06 Dec 2023
Intention and Context Elicitation with Large Language Models in the Legal Aid Intake Process Nick Goodson Rongfei Lu AILaw 17 4 0 22 Nov 2023
Grounding Gaps in Language Model Generations Omar Shaikh Kristina Gligorić Ashna Khetan Matthias Gerstgrasser Diyi Yang Dan Jurafsky 18 21 0 15 Nov 2023
Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback Stephen Casper Xander Davies Claudia Shi T. Gilbert Jérémy Scheurer ... Erdem Biyik Anca Dragan David M. Krueger Dorsa Sadigh Dylan Hadfield-Menell ALM OffRL 47 473 0 27 Jul 2023
An Investigation of Why Overparameterization Exacerbates Spurious Correlations Shiori Sagawa Aditi Raghunathan Pang Wei Koh Percy Liang 152 371 0 09 May 2020
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 280 1,595 0 18 Sep 2019
Probabilistic Model-Agnostic Meta-Learning Chelsea Finn Kelvin Xu Sergey Levine BDL 176 666 0 07 Jun 2018