Improving Factuality and Reasoning in Language Models through Multiagent Debate

23 May 2023

Yilun Du

Shuang Li

Antonio Torralba

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

50 / 465 papers shown

Title
LLMs can implicitly learn from mistakes in-context Lisa Alazraki Maximilian Mozes Jon Ander Campos Yi Chern Tan Marek Rei Max Bartolo ReLM LRM 99 0 0 12 Feb 2025
EvoFlow: Evolving Diverse Agentic Workflows On The Fly Guibin Zhang Kaijie Chen Guancheng Wan Heng Chang Hong Cheng Kaidi Wang Shuyue Hu Lei Bai 92 2 0 11 Feb 2025
Don't Just Demo, Teach Me the Principles: A Principle-Based Multi-Agent Prompting Strategy for Text Classification Peipei Wei Dimitris Dimitriadis Yan Xu Mingwei Shen 55 1 0 11 Feb 2025
ConMeC: A Dataset for Metonymy Resolution with Common Nouns Saptarshi Ghosh Tianyu Jiang 89 0 0 10 Feb 2025
Preventing Rogue Agents Improves Multi-Agent Collaboration Ohav Barbi Ori Yoran Mor Geva 53 1 0 09 Feb 2025
Multi-agent Architecture Search via Agentic Supernet Guibin Zhang Luyang Niu Junfeng Fang Kaidi Wang Lei Bai Xinyu Wang 102 3 0 06 Feb 2025
Are Language Models Up to Sequential Optimization Problems? From Evaluation to a Hegelian-Inspired Enhancement Soheil Abbasloo LRM 44 0 0 04 Feb 2025
PSSD: Making Large Language Models Self-denial via Human Psyche Structure Jinzhi Liao Zenghua Liao Xiang Zhao LRM LLMAG 53 0 0 03 Feb 2025
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial? Wenzhe Li Yong Lin Mengzhou Xia Chi Jin MoE 99 2 0 02 Feb 2025
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models Can Jin Hongwu Peng Anxiang Zhang Nuo Chen Jiahui Zhao ... Keqin Li Shuya Feng Kai Zhong Caiwen Ding Dimitris N. Metaxas 108 2 0 02 Feb 2025
MetaOpenFOAM 2.0: Large Language Model Driven Chain of Thought for Automating CFD Simulation and Post-Processing Yuxuan Chen Xu Zhu Hua Zhou Zhuyin Ren AI4CE 51 3 0 01 Feb 2025
GuardReasoner: Towards Reasoning-based LLM Safeguards Yue Liu Hongcheng Gao Shengfang Zhai Jun Xia Tianyi Wu Zhiwei Xue Yuxiao Chen Kenji Kawaguchi Jiaheng Zhang Bryan Hooi AI4TS LRM 131 14 0 30 Jan 2025
MACI: Multi-Agent Collaborative Intelligence for Adaptive Reasoning and Temporal Planning Edward Y. Chang LLMAG 83 1 0 28 Jan 2025
Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning Yanfang Zhang Yiliu Sun Yibing Zhan Dapeng Tao Dacheng Tao Chen Gong LRM AI4CE LLMAG 102 2 0 28 Jan 2025
MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Qi Chen Dexi Liu 31 0 0 28 Jan 2025
Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models Jingwei Yi Yueqi Xie Bin Zhu Emre Kiciman Guangzhong Sun Xing Xie Fangzhao Wu AAML 62 65 0 28 Jan 2025
LLM-Net: Democratizing LLMs-as-a-Service through Blockchain-based Expert Networks Zan-Kai Chong Hiroyuki Ohsaki Bryan Ng 39 1 0 13 Jan 2025
Multi-Agent Collaboration Mechanisms: A Survey of LLMs Khanh-Tung Tran Dung Dao Minh-Duong Nguyen Quoc-Viet Pham Barry O’Sullivan Hoang D. Nguyen LLMAG 95 28 0 10 Jan 2025
A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application Shuaihang Chen Yuanxing Liu Wei Han Weinan Zhang Ting Liu LLMAG AI4CE 48 2 0 08 Jan 2025
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations Ruosen Li Teerth Patel Xinya Du LLMAG ALM 70 96 0 03 Jan 2025
What if LLMs Have Different World Views: Simulating Alien Civilizations with LLM-based Agents Mingyu Jin Beichen Wang Zhaoqian Xue Suiyuan Zhu Wenyue Hua Hua Tang Kai Mei Jundong Li Yongfeng Zhang LM&Ro LLMAG 87 10 0 03 Jan 2025
AI Agent for Education: von Neumann Multi-Agent System Framework Yuan-Hao Jiang Ruijia Li Yizhou Zhou Changyong Qi Hanglei Hu Yuang Wei Bo Jiang Yonghe Wu LLMAG 54 4 0 03 Jan 2025
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs Xingyu Chen Jiahao Xu Tian Liang Zhiwei He Jianhui Pang ... Zhenru Zhang Rui Wang Zhaopeng Tu Haitao Mi Dong Yu LRM ReLM 58 101 0 30 Dec 2024
Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Rui Zou Mengqi Wei Jintian Feng Qian Wan Jianwen Sun Sannyuya Liu 79 0 0 18 Dec 2024
Refining Answer Distributions for Improved Large Language Model Reasoning Soumyasundar Pal Didier Chetelat Yingxue Zhang Mark Coates ReLM LRM 83 0 0 17 Dec 2024
The Superalignment of Superhuman Intelligence with Large Language Models Minlie Huang Yingkang Wang Shiyao Cui Pei Ke J. Tang 115 1 0 15 Dec 2024
Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning tasks Gregory Kang Ruey Lau Wenyang Hu Diwen Liu Jizhuo Chen Szu Hui Ng Bryan Kian Hsiang Low LRM AI4CE 84 7 0 12 Dec 2024
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... Lin Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 86 14 0 04 Dec 2024
Towards Adaptive Mechanism Activation in Language Agent Ziyang Huang Jun Zhao Kang Liu LLMAG AI4CE 80 0 0 01 Dec 2024
Simple and Provable Scaling Laws for the Test-Time Compute of Large Language Models Yanxi Chen Xuchen Pan Yaliang Li Bolin Ding Jingren Zhou LRM 92 9 0 29 Nov 2024
$H^3$ Fusion: Helpful, Harmless, Honest Fusion of Aligned LLMs Selim Furkan Tekin Fatih Ilhan Tiansheng Huang Sihao Hu Zachary Yahn Ling Liu MoMe 92 3 0 26 Nov 2024
Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms Minghe Gao Wendong Bu Bingchen Miao Yang Wu Yunfei Li Juncheng Billy Li Siliang Tang Qi Wu Yueting Zhuang Meng Wang LM&Ro 47 3 0 17 Nov 2024
A Novel Approach to Eliminating Hallucinations in Large Language Model-Assisted Causal Discovery Grace Sng Yanming Zhang Klaus Mueller 64 0 0 16 Nov 2024
Multi-Agents are Social Groups: Investigating Social Influence of Multiple Agents in Human-Agent Interactions Tianqi Song Yugin Tan Zicheng Zhu Yibin Feng Yi-Chieh Lee AI4CE 37 2 0 07 Nov 2024
Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks Adam Fourney Gagan Bansal Hussein Mozannar Cheng Tan Eduardo Salinas ... Victor C. Dibia Ahmed Hassan Awadallah Ece Kamar Rafah Hosn Saleema Amershi AI4CE LRM LLMAG 38 37 0 07 Nov 2024
Evaluating Moral Beliefs across LLMs through a Pluralistic Framework Xuelin Liu Yanfei Zhu Shucheng Zhu Pengyuan Liu Ying Liu Dong Yu 36 1 0 06 Nov 2024
SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents Dawei Li Zhen Tan Peijia Qian Yifan Li Kumar Satvik Chaudhary Lijie Hu Jiayi Shen 55 7 0 05 Nov 2024
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models Jianyi Zhang Da-Cheng Juan Cyrus Rashtchian Chun-Sung Ferng Heinrich Jiang Yiran Chen 43 4 0 01 Nov 2024
DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems Aman Gupta Anirudh Ravichandran Ziji Zhang Shri Kiran Srinivasan Anurag Beniwal Narayanan Sadagopan 50 2 0 01 Nov 2024
Scaling LLM Inference with Optimized Sample Compute Allocation Kexun Zhang Shang Zhou Danqing Wang William Yang Wang Lei Li 50 9 0 29 Oct 2024
ElectionSim: Massive Population Election Simulation Powered by Large Language Model Driven Agents Xuzhi Zhang Jiayu Lin Lin Sun Weihong Qi Yihang Yang ... Siming Chen Jiebo Luo Xuanjing Huang Shiping Tang Zhongyu Wei LLMAG 48 10 0 28 Oct 2024
SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement Antonis Antoniades Albert Örwall Kexun Zhang Yuxi Xie Anirudh Goyal William Yang Wang LLMAG 59 11 0 26 Oct 2024
LLM-Consensus: Multi-Agent Debate for Visual Misinformation Detection Kumud Lakara Juil Sock Christian Rupprecht Philip Torr John Collomosse Christian Schroeder de Witt Christian Schroeder de Witt 32 2 0 26 Oct 2024
Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models Danqing Wang Zhuorui Ye Fei Fang Lei Li LLMAG LRM 26 0 0 25 Oct 2024
Investigating the Role of Prompting and External Tools in Hallucination Rates of Large Language Models Liam Barkley Brink van der Merwe HILM LLMAG LRM 29 4 0 25 Oct 2024
Can We Trust AI Agents? A Case Study of an LLM-Based Multi-Agent System for Ethical AI José Antonio Siqueira de Cerqueira Mamia Agbese Rebekah Rousi Nannan Xi Juho Hamari Pekka Abrahamsson LLMAG 44 4 0 25 Oct 2024
EnvBridge: Bridging Diverse Environments with Cross-Environment Knowledge Transfer for Embodied AI Tomoyuki Kagaya Yuxuan Lou Thong Jing Yuan Subramanian Lakshmi J. Karlekar ... Natsuki Murakami Akira Kinose Koki Oguri Felix Wick Yang You 33 0 0 22 Oct 2024
Who is Undercover? Guiding LLMs to Explore Multi-Perspective Team Tactic in the Game Ruiqi Dong Zhixuan Liao Guangwei Lai Yuhan Ma Danni Ma Chenyou Fan LLMAG 34 0 0 20 Oct 2024
An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making Xiutian Zhao Ke Wang Wei Peng 26 1 0 19 Oct 2024
Teaching Models to Balance Resisting and Accepting Persuasion Elias Stengel-Eskin Peter Hase Joey Tianyi Zhou MU 31 4 0 18 Oct 2024