Improving Factuality and Reasoning in Language Models through Multiagent
Debate

Improving Factuality and Reasoning in Language Models through Multiagent Debate

23 May 2023

Shuang Li

Antonio Torralba

Papers citing "Improving Factuality and Reasoning in Language Models through Multiagent Debate"

15 / 465 papers shown

Title
MathChat: Converse to Tackle Challenging Math Problems with LLM Agents Yiran Wu Feiran Jia Shaokun Zhang Han-Tai Li Erkang Zhu Yue Wang Y. Lee Richard Peng Qingyun Wu Chi Wang LLMAG 29 49 0 02 Jun 2023
ReviewerGPT? An Exploratory Study on Using Large Language Models for Paper Reviewing Ryan Liu Nihar B. Shah ELM 46 65 0 01 Jun 2023
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate Tian Liang Zhiwei He Wenxiang Jiao Xing Wang Rui Wang Yujiu Yang Zhaopeng Tu Shuming Shi LLMAG LRM 37 406 0 30 May 2023
Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4 Kellin Pelrine Anne Imouza Camille Thibault Meilina Reksoprodjo Caleb Gupta J. Christoph Jean-François Godbout Reihaneh Rabbany UQLM AI4CE 25 35 0 24 May 2023
Learning from Mistakes via Cooperative Study Assistant for Large Language Models Danqing Wang Lei Li 37 6 0 23 May 2023
Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models Alfonso Amayuelas Kyle Wong Liangming Pan Wenhu Chen Luu Anh Tuan 42 26 0 23 May 2023
Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate Boshi Wang Xiang Yue Huan Sun ELM LRM 46 60 0 22 May 2023
Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach Masahiro Kaneko Graham Neubig Naoaki Okazaki 39 6 0 19 May 2023
ChatLLM Network: More brains, More intelligence Rui Hao Linmei Hu Weijian Qi Qingliu Wu Yirui Zhang Liqiang Nie LLMAG ALM LRM 27 35 0 24 Apr 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,273 0 21 Mar 2022
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 354 12,003 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 398 8,559 0 28 Jan 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 301 1,610 0 18 Sep 2019
AI safety via debate G. Irving Paul Christiano Dario Amodei 204 201 0 02 May 2018