Title
AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems Y. Yang Huacan Chai Shuai Shao Yangqiu Song Siyuan Qi Renting Rui Weinan Zhang AIFin 130 6 0 01 Apr 2025
Brains vs. Bytes: Evaluating LLM Proficiency in Olympiad Mathematics Hamed Mahdavi Alireza Hashemi Majid Daliri Pegah Mohammadipour Alireza Farhadi Samira Malek Yekta Yazdanifard Amir Khasahmadi V. Honavar ELM LRM 164 4 0 01 Apr 2025
Improved Visual-Spatial Reasoning via R1-Zero-Like Training Zhenyi Liao Qingsong Xie Yanhao Zhang Zijian Kong Haonan Lu Zhenyu Yang Zhijie Deng ReLM VLM LRM 197 11 1 01 Apr 2025
DebFlow: Automating Agent Creation via Agent Debate Jinwei Su Yinghui Xia Ronghua Shi Jianhui Wang Jianuo Huang Yansen Wang Tianyu Shi Yang Jingsong Lewei He 92 1 0 31 Mar 2025
RuleAgent: Discovering Rules for Recommendation Denoising with Autonomous Language Agents Zongwei Wang Min Gao Junliang Yu Yupeng Hou S. Sadiq Hongzhi Yin AI4CE 128 0 0 30 Mar 2025
Redefining Evaluation Standards: A Unified Framework for Evaluating the Korean Capabilities of Language Models Hanwool Albert Lee Dasol Choi Dasol Choi Sangwon Baek Seunghyeok Hong Guijin Son Inseon Hwang Naeun Lee Seunghyeok Hong VLM 113 0 0 29 Mar 2025
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation Jiakai Tang Sunhao Dai Teng Shi Jun Xu X. Chen Wen Chen Wu Jian Yuning Jiang LRM 158 10 0 28 Mar 2025
Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models Zhanke Zhou Zhaocheng Zhu Xuan Li Mikhail Galkin Xiao Feng Sanmi Koyejo Jian Tang Bo Han LRM 173 6 0 28 Mar 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian Sun Wei Ma 228 4 0 27 Mar 2025
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search Yunhai Hu Yilun Zhao Chen Zhao Arman Cohan ReLM LRM 134 1 0 26 Mar 2025
Language Model Uncertainty Quantification with Attention Chain Yinghao Li Rushi Qiang Lama Moukheiber Chao Zhang LRM 95 3 0 24 Mar 2025
ShED-HD: A Shannon Entropy Distribution Framework for Lightweight Hallucination Detection on Edge Devices Aneesh Vathul Daniel Lee Sheryl Chen Arthi Tasmia HILM 105 0 0 23 Mar 2025
FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs Albert Sawczyn Jakub Binkowski Denis Janiak Bogdan Gabrys Tomasz Kajdanowicz HILM LRM 150 0 0 21 Mar 2025
Entropy-based Exploration Conduction for Multi-step Reasoning Jinghan Zhang Xiting Wang Fengran Mo Yeyang Zhou Wanfu Gao Kunpeng Liu LRM 122 5 0 20 Mar 2025
FutureGen: LLM-RAG Approach to Generate the Future Work of Scientific Article Ibrahim Al Azher Miftahul Jannat Mokarrama Zhishuai Guo Sagnik Ray Choudhury Hamed Alhoori LLMAG 106 2 0 20 Mar 2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Yang Sui Yu-Neng Chuang Guanchu Wang Jiamu Zhang Tianyi Zhang ... Hongyi Liu Andrew Wen Shaochen Zhong Hanjie Chen OffRL ReLM LRM 206 101 0 20 Mar 2025
SemEval-2025 Task 1: AdMIRe -- Advancing Multimodal Idiomaticity Representation Thomas Pickard Aline Villavicencio Maggie Mi Wei He Dylan Phelps Carolina Scarton 151 1 0 19 Mar 2025
Neuro Symbolic Knowledge Reasoning for Procedural Video Question Answering Thanh-Son Nguyen Hong Yang Tzeh Yuan Neoh Hao Zhang Ee Yeo Keat Basura Fernando NAI 101 0 0 19 Mar 2025
Tapered Off-Policy REINFORCE: Stable and efficient reinforcement learning for LLMs Nicolas Le Roux Marc G. Bellemare Jonathan Lebensold Arnaud Bergeron Joshua Greaves Alex Fréchette Carolyne Pelletier Eric Thibodeau-Laufer Sándor Toth Sam Work OffRL 179 6 0 18 Mar 2025
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations Ziwei Ji L. Yu Yeskendir Koishekenov Yejin Bang Anthony Hartshorn Alan Schelten Cheng Zhang Pascale Fung Nicola Cancedda 112 6 0 18 Mar 2025
Enhancing LLM Reasoning with Iterative DPO: A Comprehensive Empirical Investigation Songjun Tu Jiahao Lin Xiangyu Tian Qichao Zhang Linjing Li ... Nan Xu Wei He Xiangyuan Lan D. Jiang Dongbin Zhao LRM 157 6 0 17 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Yansen Wang Shengqiong Wu Yize Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 215 31 0 16 Mar 2025
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation Tao Feng Yihang Sun Jiaxuan You 163 1 0 16 Mar 2025
Empirical Privacy Variance Yuzheng Hu Fan Wu Ruicheng Xian Yuhang Liu Lydia Zakynthinou Pritish Kamath Chiyuan Zhang David A. Forsyth 151 0 0 16 Mar 2025
Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty? Giacomo Camposampiero Michael Hersche Roger Wattenhofer Abu Sebastian Abbas Rahimi LRM 111 2 0 14 Mar 2025
Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation Bowen Baker Joost Huizinga Leo Gao Zehao Dou M. Guan Aleksander Mądry Wojciech Zaremba J. Pachocki David Farhi LRM 188 38 0 14 Mar 2025
Cognitive-Mental-LLM: Evaluating Reasoning in Large Language Models for Mental Health Prediction via Online Text Avinash Patil Amardeep Gedhu AI4MH LRM 135 2 0 13 Mar 2025
"Well, Keep Thinking": Enhancing LLM Reasoning with Adaptive Injection Decoding Hyunbin Jin Je Won Yeom Seunghyun Bae Taesup Kim LRM ReLM 74 2 0 13 Mar 2025
ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning Bo Liu Yunxiang Li Yangqiu Song Hanjing Wang Linyi Yang ... Jun Wang Jun Wang Weinan Zhang Shuyue Hu Ying Wen LLMAG KELM LRM AI4CE 132 11 0 12 Mar 2025
LocAgent: Graph-Guided LLM Agents for Code Localization Zhaoling Chen Xiangru Tang Gangda Deng Fang Wu Jialong Wu Zhiwei Jiang Viktor Prasanna Arman Cohan Xingyao Wang LLMAG 171 7 0 12 Mar 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 Li Y. Matsuo Irene Li KELM LRM 110 1 0 10 Mar 2025
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning Xiangru Tang Daniel Shao Jiwoong Sohn Jiapeng Chen Jiayi Zhang ... Yilun Zhao Chenglin Wu Wenqi Shi Arman Cohan Mark B. Gerstein AI4MH LRM ELM LM&MA 130 10 0 10 Mar 2025
Effect of Selection Format on LLM Performance Yuchen Han Yucheng Wu Jeffrey Willard 147 1 0 10 Mar 2025
Integrating Chain-of-Thought for Multimodal Alignment: A Study on 3D Vision-Language Learning Yanjun Chen Yirong Sun Xinghao Chen Jian Wang Xiaoyu Shen W. Li Wei Zhang 3DV LRM 137 1 0 08 Mar 2025
Development and Enhancement of Text-to-Image Diffusion Models Rajdeep Roshan Sahu VLM 160 44 0 07 Mar 2025
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History Bowen Wu Wenqing Wang Haoran Li Ying Li Jingsong Yu Baoxun Wang 78 1 0 07 Mar 2025
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval Yu Zhang Shutong Qiao Jiaqi Zhang Tzu-Heng Lin Chen Gao Yongqian Li LM&Ro LM&MA 260 3 0 07 Mar 2025
From Voice to Safety: Language AI Powered Pilot-ATC Communication Understanding for Airport Surface Movement Collision Risk Assessment Yutian Pang Andrew Paul Kendall Alex Porcayo Mariah Barsotti Anahita Jain John-Paul Clarke 111 0 0 06 Mar 2025
LLMs Can Generate a Better Answer by Aggregating Their Own Responses Zichong Li Xinyu Feng Yuheng Cai Zixuan Zhang Tianyi Liu Chen Liang Weizhu Chen Haoyu Wang Tiejun Zhao LRM 115 2 0 06 Mar 2025
Efficient Algorithms for Verifying Kruskal Rank in Sparse Linear Regression and Related Applications Fengqin Zhou 121 6 0 06 Mar 2025
Language Models can Self-Improve at State-Value Estimation for Better Search Ethan Mendes Alan Ritter LRM 99 3 0 04 Mar 2025
The Effectiveness of Large Language Models in Transforming Unstructured Text to Standardized Formats William Brach Kristián Košťál Michal Ries 484 0 0 04 Mar 2025
Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction Liping Liu Chunhong Zhang Likang Wu Chuang Zhao Zheng Hu Ming He Jianping Fan LLMAG LRM 73 2 0 02 Mar 2025
A Survey of Uncertainty Estimation Methods on Large Language Models Zhiqiu Xia Jinxuan Xu Yuqian Zhang Hang Liu 109 3 0 28 Feb 2025
FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving Guizhen Chen Weiwen Xu Hao Zhang Hou Pong Chan Chaoqun Liu Lidong Bing Deli Zhao Anh Tuan Luu Yu Rong ReLM LRM 107 4 0 27 Feb 2025
Self-Training Elicits Concise Reasoning in Large Language Models Tergel Munkhbat Namgyu Ho S. Kim Yongjin Yang Yujin Kim Se-Young Yun ReLM LRM 174 36 0 27 Feb 2025
Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing Juntai Cao Xiang Zhang Raymond Li Chuyuan Li Shafiq Joty Shafiq Joty Giuseppe Carenini 181 2 0 27 Feb 2025
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation Yiwei Li Ji Zhang Shaoxiong Feng Peiwen Yuan Xinyu Wang ... Y. Zhang Chuyi Tan Boyuan Pan Yao Hu Kan Li HILM 152 2 0 27 Feb 2025
Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models Yuan Sui Yufei He Tri Cao Simeng Han Yulin Chen Bryan Hooi LRM AI4CE 190 7 0 27 Feb 2025
TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency Henry Peng Zou Zhengyao Gu Yue Zhou Yankai Chen Weizhi Zhang Liancheng Fang Yibo Wang Yangning Li Kay Liu Philip S. Yu 150 1 0 26 Feb 2025