Title
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition Yong Liu Zonglin Yang Tong Xie Jinjie Ni Ben Gao Yuan Li Shixiang Tang Wanli Ouyang Min Zhang Dongzhan Zhou 39 3 0 27 Mar 2025
RAIDER: Tool-Equipped Large Language Model Agent for Robotic Action Issue Detection, Explanation and Recovery Silvia Izquierdo-Badiola Carlos Rizzo Guillem Alenyà LLMAG LM&Ro 89 0 0 22 Mar 2025
The Lighthouse of Language: Enhancing LLM Agents via Critique-Guided Improvement Ruihan Yang Fanghua Ye Jian Li Siyu Yuan Yikai Zhang Zhaopeng Tu Xiaolong Li Deqing Yang LLMAG 78 4 0 20 Mar 2025
Rolling Forward: Enhancing LightGCN with Causal Graph Convolution for Credit Bond Recommendation Ashraf Ghiye Baptiste Barreau Laurent Carlier Michalis Vazirgiannis 81 0 0 18 Mar 2025
PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play Wei Fang Yang Zhang Kaizhi Qian James R. Glass Yada Zhu LLMAG 73 0 0 18 Mar 2025
LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers Nikhil Abhyankar Parshin Shojaee Chandan K. Reddy 70 0 0 18 Mar 2025
MAP: Multi-user Personalization with Collaborative LLM-powered Agents Christine P. Lee Jihye Choi Bilge Mutlu LLMAG 75 0 1 17 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Yansen Wang Shengqiong Wu Yuyao Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 95 11 0 16 Mar 2025
"Well, Keep Thinking": Enhancing LLM Reasoning with Adaptive Injection Decoding Hyunbin Jin Je Won Yeom Seunghyun Bae Taesup Kim LRM ReLM 45 1 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 Mark Schmidt Jun Wang Weinan Zhang Shuyue Hu Ying Wen LLMAG KELM LRM AI4CE 94 6 0 12 Mar 2025
EMMOE: A Comprehensive Benchmark for Embodied Mobile Manipulation in Open Environments Dongping Li Tielong Cai Tianci Tang Wenhao Chai Katherine Rose Driggs-Campbell Gaoang Wang LM&Ro 71 0 0 11 Mar 2025
Combinatorial Optimization via LLM-driven Iterated Fine-tuning Pranjal Awasthi Sreenivas Gollapudi Ravi Kumar Kamesh Munagala 70 0 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 75 4 0 10 Mar 2025
System 0/1/2/3: Quad-process theory for multi-timescale embodied collective cognitive systems Tadahiro Taniguchi Yasushi Hirai Masahiro Suzuki Shingo Murata Takato Horii Kazutoshi Tanaka AI4CE 71 0 0 08 Mar 2025
Exploiting Edited Large Language Models as General Scientific Optimizers Qitan Lv T. Liu Haoyu Wang 46 0 0 08 Mar 2025
Intent-Aware Self-Correction for Mitigating Social Biases in Large Language Models Panatchakorn Anantaprayoon Masahiro Kaneko Naoaki Okazaki LRM KELM 57 0 0 08 Mar 2025
ReasonGraph: Visualisation of Reasoning Paths Zongqian Li Ehsan Shareghi Nigel Collier LRM 52 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 57 1 0 06 Mar 2025
Efficient Algorithms for Verifying Kruskal Rank in Sparse Linear Regression and Related Applications Fengqin Zhou 70 0 0 06 Mar 2025
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent Xingzuo Li Kehai Chen Yunfei Long X. Bai Yong-mei Xu Min Zhang LRM LLMAG 89 1 0 04 Mar 2025
BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modelling Hao Li Yu Huang Chang Xu Viktor Schlegel Ren-He Jiang Riza Batista-Navarro Goran Nenadic Jiang Bian DiffM AI4CE 212 2 0 04 Mar 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 64 1 0 27 Feb 2025
Voting or Consensus? Decision-Making in Multi-Agent Debate Lars Benedikt Kaesberg Jonas Becker Jan Philip Wahle Terry Ruas Bela Gipp 74 2 0 26 Feb 2025
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models Hongzhan Lin Yang Deng Yuxuan Gu Wenxuan Zhang Jing Ma See-Kiong Ng Tat-Seng Chua LLMAG KELM HILM 73 0 0 25 Feb 2025
Construction and Evaluation of LLM-based agents for Semi-Autonomous penetration testing Masaya Kobayashi Masane Fuchi Amar Zanashir Tomonori Yoneda Tomohiro Takagi LLMAG 55 2 0 24 Feb 2025
Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement Suchae Jeong Inseong Choi Youngsik Yun Jihie Kim DiffM 44 2 0 24 Feb 2025
Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming Rui Li Peiyi Wang Jingyuan Ma Di Zhang Lei Sha Zhifang Sui LLMAG 50 0 0 22 Feb 2025
A Cognitive Writing Perspective for Constrained Long-Form Text Generation Kaiyang Wan Honglin Mu Rui Hao Haoran Luo Tianle Gu Xiuying Chen ALM 70 0 0 20 Feb 2025
How Efficient is LLM-Generated Code? A Rigorous & High-Standard Benchmark Ruizhong Qiu Weiliang Will Zeng Hanghang Tong James Ezick Christopher Lott 92 16 0 20 Feb 2025
Flaming-hot Initiation with Regular Execution Sampling for Large Language Models Weizhe Chen Zhicheng Zhang Guanlin Liu Renjie Zheng Wenlei Shi Chen Dun Zheng Wu Xing Jin Lin Yan ALM LRM 59 1 0 17 Feb 2025
ReviewEval: An Evaluation Framework for AI-Generated Reviews Chavvi Kirtani Madhav Krishan Garg Tejash Prasad Tanmay Singhal Murari Mandal Dhruv Kumar 70 1 0 17 Feb 2025
Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? Zhiyuan Zeng Qinyuan Cheng Zhangyue Yin Yunhua Zhou Xipeng Qiu LRM 85 13 0 17 Feb 2025
Counterfactual-Consistency Prompting for Relative Temporal Understanding in Large Language Models Jongho Kim Seung-won Hwang LRM AI4CE 60 1 0 17 Feb 2025
RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents Weizhe Chen Sven Koenig B. Dilkina LLMAG 112 8 0 17 Feb 2025
Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning Peiying Yu Guoxin Chen Jingjing Wang LLMAG LMTD LRM 70 3 0 17 Feb 2025
Has My System Prompt Been Used? Large Language Model Prompt Membership Inference Roman Levin Valeriia Cherepanova Abhimanyu Hans Avi Schwarzschild Tom Goldstein 239 1 0 14 Feb 2025
RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation C. Zhou Xinyu Zhang Dandan Song Xiancai Chen Wanli Gu Huipeng Ma Yuhang Tian Hao Fei Linmei Hu 63 1 0 13 Feb 2025
No Need for Explanations: LLMs can implicitly learn from mistakes in-context Lisa Alazraki Maximilian Mozes Jon Ander Campos Yi Chern Tan Marek Rei Max Bartolo ReLM LRM 103 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 99 2 0 11 Feb 2025
Bag of Tricks for Inference-time Computation of LLM Reasoning Fan Liu Wenshuo Chao Naiqiang Tan Hao Liu OffRL LRM 79 3 0 11 Feb 2025
InSTA: Towards Internet-Scale Training For Agents Brandon Trabucco Gunnar A. Sigurdsson Robinson Piramuthu Ruslan Salakhutdinov ALM 111 2 0 10 Feb 2025
Evolving LLMs' Self-Refinement Capability via Iterative Preference Optimization Yongcheng Zeng Xinyu Cui Xuanfa Jin Guoqing Liu Zexu Sun Quan He Dong Li Ning Yang Haifeng Zhang Jun Wang LLMAG LRM 100 1 0 08 Feb 2025
Iterative Deepening Sampling for Large Language Models Weizhe Chen Sven Koenig B. Dilkina LRM ReLM 88 1 0 08 Feb 2025
Leveraging Reasoning with Guidelines to Elicit and Utilize Knowledge for Enhancing Safety Alignment Haoyu Wang Zeyu Qin Li Shen Xueqian Wang Minhao Cheng Dacheng Tao 99 2 0 06 Feb 2025
Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Songlin Xu Hao-Ning Wen Hongyi Pan Dallas Dominguez Dongyin Hu Xinyu Zhang 75 1 0 04 Feb 2025
Are Language Models Up to Sequential Optimization Problems? From Evaluation to a Hegelian-Inspired Enhancement Soheil Abbasloo LRM 46 0 0 04 Feb 2025
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search Maohao Shen Guangtao Zeng Zhenting Qi Zhang-Wei Hong Zhenfang Chen Wei Lu G. Wornell Subhro Das David D. Cox Chuang Gan LLMAG LRM 255 8 0 04 Feb 2025
Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges Nayoung Lee Ziyang Cai Avi Schwarzschild Kangwook Lee Dimitris Papailiopoulos ReLM VLM LRM AI4CE 85 4 0 03 Feb 2025
Learning to Generate Unit Tests for Automated Debugging Archiki Prasad Elias Stengel-Eskin Justin Chih-Yao Chen Zaid Khan Joey Tianyi Zhou ELM 88 1 0 03 Feb 2025
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial? Wenzhe Li Yong Lin Mengzhou Xia Chi Jin MoE 105 2 0 02 Feb 2025