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AgentReview: Exploring Peer Review Dynamics with LLM Agents

AgentReview: Exploring Peer Review Dynamics with LLM Agents

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
18 June 2024
Yiqiao Jin
Qinlin Zhao
Yiyang Wang
Hao Chen
Lingyao Li
Yijia Xiao
Yongfeng Zhang
    LLMAG
ArXiv (abs)PDFHTMLHuggingFace (2 upvotes)Github (237★)

Papers citing "AgentReview: Exploring Peer Review Dynamics with LLM Agents"

35 / 35 papers shown
Automatic Paper Reviewing with Heterogeneous Graph Reasoning over LLM-Simulated Reviewer-Author Debates
Automatic Paper Reviewing with Heterogeneous Graph Reasoning over LLM-Simulated Reviewer-Author Debates
Shuaimin Li
Liyang Fan
Yufang Lin
Zeyang Li
Xian Wei
Shiwen Ni
Hamid Alinejad-Rokny
M. Yang
145
0
0
11 Nov 2025
ReviewGuard: Enhancing Deficient Peer Review Detection via LLM-Driven Data Augmentation
ReviewGuard: Enhancing Deficient Peer Review Detection via LLM-Driven Data Augmentation
Haoxuan Zhang
Ruochi Li
Sarthak Shrestha
Shree Harshini Mamidala
Revanth Putta
Arka Krishan Aggarwal
Ting Xiao
Junhua Ding
Haihua Chen
DeLMO
298
3
0
18 Oct 2025
LLM-REVal: Can We Trust LLM Reviewers Yet?
LLM-REVal: Can We Trust LLM Reviewers Yet?
Rui Li
Jia-Chen Gu
Po-Nien Kung
H. Xia
Junfeng Liu
Xiangwen Kong
Zhifang Sui
Nanyun Peng
174
2
0
14 Oct 2025
FML-bench: Benchmarking Machine Learning Agents for Scientific Research
FML-bench: Benchmarking Machine Learning Agents for Scientific Research
Qiran Zou
Hou Hei Lam
Wenhao Zhao
Yiming Tang
Tingting Chen
S. Yu
Tianyi Zhang
Chang Liu
X. Ji
Dianbo Liu
LLMAG
199
1
0
12 Oct 2025
JoyAgent-JDGenie: Technical Report on the GAIA
JoyAgent-JDGenie: Technical Report on the GAIA
J. Liu
Shiyue Xu
Shangkun Liu
Yang Li
Wen Liu
...
Hanhao Li
J. Zhang
Yongli Yu
Peng Cao
H. Wang
LLMAGLM&Ro
139
4
0
01 Oct 2025
Who's Your Judge? On the Detectability of LLM-Generated Judgments
Who's Your Judge? On the Detectability of LLM-Generated Judgments
Dawei Li
Zhen Tan
Chengshuai Zhao
Bohan Jiang
Baixiang Huang
Pingchuan Ma
Abdullah Alnaibari
Kai Shu
Huan Liu
244
4
0
29 Sep 2025
Unveiling the Merits and Defects of LLMs in Automatic Review Generation for Scientific Papers
Unveiling the Merits and Defects of LLMs in Automatic Review Generation for Scientific Papers
Ruochi Li
Haoxuan Zhang
Edward Gehringer
Ting Xiao
Junhua Ding
Haihua Chen
159
4
0
13 Sep 2025
Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation
Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation
Tianjun Wei
Huizhong Guo
Yingpeng Du
Zhu Sun
Chen Huang
Dongxia Wang
Jie Zhang
ALM
378
2
0
25 Aug 2025
Chinese Court Simulation with LLM-Based Agent System
Chinese Court Simulation with LLM-Based Agent System
Kaiyuan Zhang
Jiaqi Li
Yueyue Wu
Haitao Li
Cheng Luo
Shaokun Zou
Yujia Zhou
Weihang Su
Jiaxin Mao
Yiqun Liu
LLMAGAILawELM
198
4
0
24 Aug 2025
Too Easily Fooled? Prompt Injection Breaks LLMs on Frustratingly Simple Multiple-Choice Questions
Too Easily Fooled? Prompt Injection Breaks LLMs on Frustratingly Simple Multiple-Choice Questions
Xuyang Guo
Zekai Huang
Zhao Song
Jiahao Zhang
LRM
185
3
0
16 Aug 2025
A Multi-Task Evaluation of LLMs' Processing of Academic Text Input
A Multi-Task Evaluation of LLMs' Processing of Academic Text Input
Tianyi Li
Yu Qin
Olivia R. Liu Sheng
179
2
0
15 Aug 2025
Preacher: Paper-to-Video Agentic System
Preacher: Paper-to-Video Agentic System
Jingwei Liu
Ling Yang
Hao Luo
Fan Wang
Hongyan Li
M. Y. Wang
DiffMVGen
734
2
0
13 Aug 2025
How Far Are AI Scientists from Changing the World?
How Far Are AI Scientists from Changing the World?
Qiujie Xie
Yixuan Weng
Minjun Zhu
Fuchen Shen
Shulin Huang
...
Zilan Mao
Zijie YANG
Linyi Yang
Jian Wu
Yue Zhang
AI4CE
426
9
0
31 Jul 2025
GPT-4.1 Sets the Standard in Automated Experiment Design Using Novel Python Libraries
GPT-4.1 Sets the Standard in Automated Experiment Design Using Novel Python Libraries
Nuno Fachada
Daniel Fernandes
Carlos M. Fernandes
Bruno D. Ferreira-Saraiva
J. Matos-Carvalho
ALMLM&MAELM
299
5
0
30 Jul 2025
Domain Specific Benchmarks for Evaluating Multimodal Large Language Models
Domain Specific Benchmarks for Evaluating Multimodal Large Language Models
Khizar Anjuma
Muhammad Arbab Arshad
Kadhim Hayawi
Efstathios Polyzos
A. Tariq
...
Nishith Reddy Mannuru
Ravi Varma Kumar Bevara
Taslim Mahbub
Muhammad Zeeshan Akram
Sakib Shahriar
ELMLRM
480
8
0
15 Jun 2025
Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research
Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research
Kan Hatakeyama-Sato
Toshihiko Nishida
Kenta Kitamura
Yoshitaka Ushiku
Koichi Takahashi
Y. Nabae
T. Hayakawa
AI4CE
172
1
0
14 Jun 2025
AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments
AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments
Zikang Leng
Megha Thukral
Yaqi Liu
Hrudhai Rajasekhar
S. Hiremath
Jiaman He
Thomas Plötz
SyDa
499
3
0
13 Jun 2025
ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code
ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code
Tianyu Hua
Harper Hua
Robert Z. Sparks
Benjamin Klieger
Sang T. Truong
Weixin Liang
Fan-Yun Sun
Nick Haber
218
11
0
02 Jun 2025
Decoding Cortical Microcircuits: A Generative Model for Latent Space Exploration and Controlled Synthesis
Decoding Cortical Microcircuits: A Generative Model for Latent Space Exploration and Controlled Synthesis
Xingyu Liu
Yubin Li
Guozhang Chen
281
7
0
29 May 2025
Topological Structure Learning Should Be A Research Priority for LLM-Based Multi-Agent Systems
Topological Structure Learning Should Be A Research Priority for LLM-Based Multi-Agent Systems
J. Yang
M. Zhang
Yiqiao Jin
Hao Chen
Qingsong Wen
...
Yi He
Weijie Xu
James Evans
James Evans
Jindong Wang
LLMAGAI4CE
494
1
0
28 May 2025
LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer
LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer
Rasoul Zahedifar
Sayyed Ali Mirghasemi
Mahdieh Soleymani Baghshah
Alireza Taheri
LLMAG
253
4
0
26 May 2025
AI-Researcher: Autonomous Scientific Innovation
AI-Researcher: Autonomous Scientific Innovation
J. Tang
Lianghao Xia
Zhonghang Li
Chao Huang
LRM
336
26
0
24 May 2025
Re2: A Consistency-ensured Dataset for Full-stage Peer Review and Multi-turn Rebuttal Discussions
Re2: A Consistency-ensured Dataset for Full-stage Peer Review and Multi-turn Rebuttal Discussions
Daoze Zhang
Zhijian Bao
S. Du
Zhiyi Zhao
Kuangling Zhang
Dezheng Bao
Yang Yang
LRM
265
10
0
12 May 2025
am-ELO: A Stable Framework for Arena-based LLM Evaluation
am-ELO: A Stable Framework for Arena-based LLM Evaluation
Zirui Liu
Jiatong Li
Yan Zhuang
Qiang Liu
Shuanghong Shen
Jie Ouyang
Mingyue Cheng
Shijin Wang
532
8
0
06 May 2025
A Review of Incorporating Psychological Theories in LLMs
A Review of Incorporating Psychological Theories in LLMs
Zizhou Liu
Ziwei Gong
Lin Ai
Zheng Hui
Run Chen
Colin Wayne Leach
Michelle R. Greene
Julia Hirschberg
LLMAG
1.1K
5
0
28 Mar 2025
ScreenLLM: Stateful Screen Schema for Efficient Action Understanding and Prediction
ScreenLLM: Stateful Screen Schema for Efficient Action Understanding and PredictionThe Web Conference (WWW), 2025
Yiqiao Jin
Stefano Petrangeli
Yu Shen
Gang Wu
LLMAGLM&Ro
1.0K
3
0
26 Mar 2025
DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process
DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking ProcessAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Minjun Zhu
Yixuan Weng
Linyi Yang
Yue Zhang
ALMLRM
329
61
0
11 Mar 2025
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations
Ruosen Li
Teerth Patel
Xinya Du
LLMAGALM
699
132
0
03 Jan 2025
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
LLMAGLM&RoAI4CE
484
66
0
04 Dec 2024
AAAR-1.0: Assessing AI's Potential to Assist Research
AAAR-1.0: Assessing AI's Potential to Assist Research
Renze Lou
Hanzi Xu
Sijia Wang
Jiangshu Du
Ryo Kamoi
...
Xi Li
Jianchao Tan
Congying Xia
Lifu Huang
Wenpeng Yin
536
16
0
29 Oct 2024
SciEvo: A 2 Million, 30-Year Cross-disciplinary Dataset for Temporal Scientometric Analysis
SciEvo: A 2 Million, 30-Year Cross-disciplinary Dataset for Temporal Scientometric Analysis
Yiqiao Jin
Yijia Xiao
Yiyang Wang
Yongfeng Zhang
330
0
0
12 Oct 2024
Generative Pre-trained Ranking Model with Over-parameterization at
  Web-Scale (Extended Abstract)
Generative Pre-trained Ranking Model with Over-parameterization at Web-Scale (Extended Abstract)
Yuchen Li
Haoyi Xiong
Linghe Kong
Jiang Bian
Shuaiqiang Wang
Guihai Chen
D. Yin
200
0
0
25 Sep 2024
Can Agents Spontaneously Form a Society? Introducing a Novel
  Architecture for Generative Multi-Agents to Elicit Social Emergence
Can Agents Spontaneously Form a Society? Introducing a Novel Architecture for Generative Multi-Agents to Elicit Social Emergence
H. Zhang
J. Yin
M. Jiang
C. Su
LLMAGAI4CE
197
4
0
10 Sep 2024
ProteinGPT: Multimodal LLM for Protein Property Prediction and Structure Understanding
ProteinGPT: Multimodal LLM for Protein Property Prediction and Structure Understanding
Yijia Xiao
Edward Sun
Yiqiao Jin
Qifan Wang
Wei Wang
363
34
0
21 Aug 2024
Empowering Interdisciplinary Insights with Dynamic Graph Embedding
  Trajectories
Empowering Interdisciplinary Insights with Dynamic Graph Embedding Trajectories
Yiqiao Jin
Andrew Zhao
Yeon-Chang Lee
Meng Ye
Ajay Divakaran
Srijan Kumar
AI4CE
351
3
0
25 Jun 2024
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