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Examining Inter-Consistency of Large Language Models Collaboration: An
  In-depth Analysis via Debate

Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate

19 May 2023
Kai Xiong
Xiao Ding
Yixin Cao
Ting Liu
Bing Qin
ArXivPDFHTML

Papers citing "Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate"

46 / 46 papers shown
Title
Can Competition Enhance the Proficiency of Agents Powered by Large Language Models in the Realm of News-driven Time Series Forecasting?
Can Competition Enhance the Proficiency of Agents Powered by Large Language Models in the Realm of News-driven Time Series Forecasting?
Yuxuan Zhang
Yangyang Feng
Daifeng Li
Kexin Zhang
Junlan Chen
Bowen Deng
LLMAG
AI4TS
42
0
0
14 Apr 2025
Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning
Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning
Sugyeong Eo
Hyeonseok Moon
Evelyn Hayoon Zi
Chanjun Park
Heuiseok Lim
LLMAG
46
1
0
07 Apr 2025
ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA
Zhao Xinjie
Fan Gao
Rui Yang
Yingjian Chen
Yuyang Wang
Ying Zhu
Jiacheng Tang
Irene Z Li
LRM
KELM
48
0
0
10 Mar 2025
Efficient Algorithms for Verifying Kruskal Rank in Sparse Linear Regression and Related Applications
Fengqin Zhou
55
0
0
06 Mar 2025
Rehearse With User: Personalized Opinion Summarization via Role-Playing based on Large Language Models
Yanyue Zhang
Yulan He
Deyu Zhou
36
0
0
01 Mar 2025
Investigating the Adaptive Robustness with Knowledge Conflicts in LLM-based Multi-Agent Systems
Investigating the Adaptive Robustness with Knowledge Conflicts in LLM-based Multi-Agent Systems
Tianjie Ju
Binghui Wang
Hao Fei
M. Lee
W. Hsu
...
Qianren Wang
Pengzhou Cheng
Zongru Wu
Zhuosheng Zhang
Gongshen Liu
AAML
36
0
0
24 Feb 2025
Don't Just Demo, Teach Me the Principles: A Principle-Based Multi-Agent Prompting Strategy for Text Classification
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
Multi-Agent Collaboration Mechanisms: A Survey of LLMs
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
27
0
10 Jan 2025
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
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
...
Z. Zhang
Rui Wang
Zhaopeng Tu
Haitao Mi
Dong Yu
LRM
ReLM
54
95
0
30 Dec 2024
Exploring Multi-Modal Integration with Tool-Augmented LLM Agents for
  Precise Causal Discovery
Exploring Multi-Modal Integration with Tool-Augmented LLM Agents for Precise Causal Discovery
ChengAo Shen
Zhengzhang Chen
Dongsheng Luo
Dongkuan Xu
Haifeng Chen
Jingchao Ni
85
3
0
18 Dec 2024
From Individual to Society: A Survey on Social Simulation Driven by
  Large Language Model-based Agents
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
13
0
04 Dec 2024
Multi-Agents are Social Groups: Investigating Social Influence of
  Multiple Agents in Human-Agent Interactions
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
32
2
0
07 Nov 2024
An Electoral Approach to Diversify LLM-based Multi-Agent Collective
  Decision-Making
An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making
Xiutian Zhao
Ke Wang
Wei Peng
26
1
0
19 Oct 2024
A Survey on Data Synthesis and Augmentation for Large Language Models
A Survey on Data Synthesis and Augmentation for Large Language Models
Ke Wang
Jiahui Zhu
Minjie Ren
Ziqiang Liu
Shiwei Li
...
Chenkai Zhang
Xiaoyu Wu
Qiqi Zhan
Qingjie Liu
Yunhong Wang
SyDa
40
15
0
16 Oct 2024
Scalable and Accurate Graph Reasoning with LLM-based Multi-Agents
Scalable and Accurate Graph Reasoning with LLM-based Multi-Agents
Yuwei Hu
Runlin Lei
Xinyi Huang
Zhewei Wei
Yongchao Liu
LLMAG
21
5
0
07 Oct 2024
Gradient Routing: Masking Gradients to Localize Computation in Neural
  Networks
Gradient Routing: Masking Gradients to Localize Computation in Neural Networks
Alex Cloud
Jacob Goldman-Wetzler
Evžen Wybitul
Joseph Miller
Alexander Matt Turner
28
4
0
06 Oct 2024
GroupDebate: Enhancing the Efficiency of Multi-Agent Debate Using Group
  Discussion
GroupDebate: Enhancing the Efficiency of Multi-Agent Debate Using Group Discussion
Tongxuan Liu
Xingyu Wang
Weizhe Huang
Wenjiang Xu
Yuting Zeng
Lei Jiang
Hailong Yang
Jing Li
LLMAG
41
8
0
21 Sep 2024
Diagnosing and Remedying Knowledge Deficiencies in LLMs via Label-free
  Curricular Meaningful Learning
Diagnosing and Remedying Knowledge Deficiencies in LLMs via Label-free Curricular Meaningful Learning
Kai Xiong
Xiao Ding
Li Du
Jiahao Ying
Ting Liu
Bing Qin
Yixin Cao
34
1
0
21 Aug 2024
Internal Consistency and Self-Feedback in Large Language Models: A
  Survey
Internal Consistency and Self-Feedback in Large Language Models: A Survey
Xun Liang
Shichao Song
Zifan Zheng
Hanyu Wang
Qingchen Yu
...
Rong-Hua Li
Peng Cheng
Zhonghao Wang
Feiyu Xiong
Zhiyu Li
HILM
LRM
65
25
0
19 Jul 2024
Self-Prompt Tuning: Enable Autonomous Role-Playing in LLMs
Self-Prompt Tuning: Enable Autonomous Role-Playing in LLMs
Aobo Kong
Shiwan Zhao
Hao Chen
Qicheng Li
Yong Qin
Ruiqi Sun
Xin Zhou
Jiaming Zhou
Haoqin Sun
65
7
0
12 Jul 2024
Evaluating the Performance of Large Language Models via Debates
Evaluating the Performance of Large Language Models via Debates
Behrad Moniri
Hamed Hassani
Yan Sun
ELM
ALM
58
5
0
16 Jun 2024
Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent
  Debate Framework
Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework
Xiaoxi Sun
Jinpeng Li
Yan Zhong
Dongyan Zhao
Rui Yan
LLMAG
HILM
29
5
0
05 Jun 2024
Chain of Agents: Large Language Models Collaborating on Long-Context
  Tasks
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks
Yusen Zhang
Ruoxi Sun
Yanfei Chen
Tomas Pfister
Rui Zhang
Sercan Ö. Arik
RALM
AI4CE
LLMAG
51
28
0
04 Jun 2024
Brainstorming Brings Power to Large Language Models of Knowledge
  Reasoning
Brainstorming Brings Power to Large Language Models of Knowledge Reasoning
Zining Qin
Chenhao Wang
Huiling Qin
Weijia Jia
LRM
45
1
0
02 Jun 2024
Conformity, Confabulation, and Impersonation: Persona Inconstancy in
  Multi-Agent LLM Collaboration
Conformity, Confabulation, and Impersonation: Persona Inconstancy in Multi-Agent LLM Collaboration
Razan Baltaji
Babak Hemmatian
L. Varshney
LLMAG
43
0
0
06 May 2024
ERD: A Framework for Improving LLM Reasoning for Cognitive Distortion
  Classification
ERD: A Framework for Improving LLM Reasoning for Cognitive Distortion Classification
Sehee Lim
Yejin Kim
Chi-Hyun Choi
Jy-yong Sohn
Byung-Hoon Kim
35
3
0
21 Mar 2024
Meaningful Learning: Advancing Abstract Reasoning in Large Language
  Models via Generic Fact Guidance
Meaningful Learning: Advancing Abstract Reasoning in Large Language Models via Generic Fact Guidance
Kai Xiong
Xiao Ding
Ting Liu
Bing Qin
Dongliang Xu
Qing Yang
Hongtao Liu
Yixin Cao
LRM
36
3
0
14 Mar 2024
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large
  Vision-Language Models
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models
Xueliang Zhao
Xinting Huang
Tingchen Fu
Qintong Li
Shansan Gong
Lemao Liu
Wei Bi
Lingpeng Kong
LRM
37
1
0
21 Feb 2024
Large Language Model based Multi-Agents: A Survey of Progress and
  Challenges
Large Language Model based Multi-Agents: A Survey of Progress and Challenges
Taicheng Guo
Xiuying Chen
Yaqi Wang
Ruidi Chang
Shichao Pei
Nitesh V. Chawla
Olaf Wiest
Xiangliang Zhang
LLMAG
LM&Ro
AI4CE
LRM
39
247
0
21 Jan 2024
Self-Contrast: Better Reflection Through Inconsistent Solving
  Perspectives
Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives
Wenqi Zhang
Yongliang Shen
Linjuan Wu
Qiuying Peng
Jun Wang
Y. Zhuang
Weiming Lu
LRM
LLMAG
34
49
0
04 Jan 2024
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate
  System
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System
Haotian Wang
Xiyuan Du
Weijiang Yu
Qianglong Chen
Kun Zhu
Zheng Chu
Lian Yan
Yi Guan
32
10
0
08 Dec 2023
Playing Large Games with Oracles and AI Debate
Playing Large Games with Oracles and AI Debate
Xinyi Chen
Angelica Chen
Dean Foster
Elad Hazan
30
3
0
08 Dec 2023
Igniting Language Intelligence: The Hitchhiker's Guide From
  Chain-of-Thought Reasoning to Language Agents
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents
Zhuosheng Zhang
Yao Yao
Aston Zhang
Xiangru Tang
Xinbei Ma
...
Yiming Wang
Mark B. Gerstein
Rui Wang
Gongshen Liu
Hai Zhao
LLMAG
LM&Ro
LRM
36
53
0
20 Nov 2023
Towards Reasoning in Large Language Models via Multi-Agent Peer Review
  Collaboration
Towards Reasoning in Large Language Models via Multi-Agent Peer Review Collaboration
Zhenran Xu
Senbao Shi
Baotian Hu
Jindi Yu
Dongfang Li
Min Zhang
Yuxiang Wu
LRM
LLMAG
ALM
63
22
0
14 Nov 2023
SAIE Framework: Support Alone Isn't Enough -- Advancing LLM Training
  with Adversarial Remarks
SAIE Framework: Support Alone Isn't Enough -- Advancing LLM Training with Adversarial Remarks
Mengsay Loem
Masahiro Kaneko
Naoaki Okazaki
LRM
19
5
0
14 Nov 2023
Generative Agents: Interactive Simulacra of Human Behavior
Generative Agents: Interactive Simulacra of Human Behavior
J. Park
Joseph C. O'Brien
Carrie J. Cai
Meredith Ringel Morris
Percy Liang
Michael S. Bernstein
LM&Ro
AI4CE
232
1,742
0
07 Apr 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sébastien Bubeck
Varun Chandrasekaran
Ronen Eldan
J. Gehrke
Eric Horvitz
...
Scott M. Lundberg
Harsha Nori
Hamid Palangi
Marco Tulio Ribeiro
Yi Zhang
ELM
AI4MH
AI4CE
ALM
298
3,007
0
22 Mar 2023
Complexity-Based Prompting for Multi-Step Reasoning
Complexity-Based Prompting for Multi-Step Reasoning
Yao Fu
Hao-Chun Peng
Ashish Sabharwal
Peter Clark
Tushar Khot
ReLM
LRM
162
414
0
03 Oct 2022
Unpacking Large Language Models with Conceptual Consistency
Unpacking Large Language Models with Conceptual Consistency
Pritish Sahu
Michael Cogswell
Yunye Gong
Ajay Divakaran
LRM
79
16
0
29 Sep 2022
Large Language Models are Zero-Shot Reasoners
Large Language Models are Zero-Shot Reasoners
Takeshi Kojima
S. Gu
Machel Reid
Yutaka Matsuo
Yusuke Iwasawa
ReLM
LRM
322
4,077
0
24 May 2022
Maieutic Prompting: Logically Consistent Reasoning with Recursive
  Explanations
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations
Jaehun Jung
Lianhui Qin
Sean Welleck
Faeze Brahman
Chandra Bhagavatula
Ronan Le Bras
Yejin Choi
ReLM
LRM
223
190
0
24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models
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
3,248
0
21 Mar 2022
Training language models to follow instructions with human feedback
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
313
11,953
0
04 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization
Multitask Prompted Training Enables Zero-Shot Task Generalization
Victor Sanh
Albert Webson
Colin Raffel
Stephen H. Bach
Lintang Sutawika
...
T. Bers
Stella Biderman
Leo Gao
Thomas Wolf
Alexander M. Rush
LRM
213
1,657
0
15 Oct 2021
Explaining Answers with Entailment Trees
Explaining Answers with Entailment Trees
Bhavana Dalvi
Peter Alexander Jansen
Oyvind Tafjord
Zhengnan Xie
Hannah Smith
Leighanna Pipatanangkura
Peter Clark
ReLM
FAtt
LRM
239
184
0
17 Apr 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit
  Reasoning Strategies
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies
Mor Geva
Daniel Khashabi
Elad Segal
Tushar Khot
Dan Roth
Jonathan Berant
RALM
250
673
0
06 Jan 2021
1