Title
Weak-for-Strong: Training Weak Meta-Agent to Harness Strong Executors Fan Nie Lan Feng Haotian Ye Weixin Liang Pan Lu Huaxiu Yao Alexandre Alahi James Zou 75 0 0 07 Apr 2025
MegaMath: Pushing the Limits of Open Math Corpora Fan Zhou Zengzhi Wang Nikhil Ranjan Zhoujun Cheng Liping Tang Guowei He Zhengzhong Liu Eric P. Xing LRM 36 0 0 03 Apr 2025
A Survey on the Optimization of Large Language Model-based Agents Shangheng Du Jiabao Zhao Jinxin Shi Zhentao Xie Xin Jiang Yanhong Bai Liang He LLMAG LM&Ro LM&MA 126 0 0 16 Mar 2025
MA-LoT: Multi-Agent Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem Proving Ruida Wang Rui Pan Yuxin Li Jipeng Zhang Yizhen Jia Shizhe Diao Renjie Pi Junjie Hu Tong Zhang LRM LLMAG 76 5 0 05 Mar 2025
Cyber Defense Reinvented: Large Language Models as Threat Intelligence Copilots Xiaoqun Liu Jiacheng Liang Qiben Yan Muchao Ye Jinyuan Jia Zhaohan Xi Jinyuan Jia Zhaohan Xi 56 0 0 28 Feb 2025
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents Vardaan Pahuja Yadong Lu Corby Rosset Boyu Gou Arindam Mitra Spencer Whitehead Yu Su Ahmed Awadallah LLMAG LM&Ro Presented at ResearchTrend Connect \| LLMAG on 14 Mar 2025 145 3 1 20 Feb 2025
Towards Adaptive Mechanism Activation in Language Agent Ziyang Huang Jun Zhao Kang-Jun Liu LLMAG AI4CE 73 0 0 01 Dec 2024
Scaling Diffusion Language Models via Adaptation from Autoregressive Models Shansan Gong Shivam Agarwal Yizhe Zhang Jiacheng Ye Lin Zheng ... Peilin Zhao W. Bi Jiawei Han Hao Peng Lingpeng Kong AI4CE 67 14 0 23 Oct 2024
LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks Akshara Prabhakar Yuanzhi Li Karthik Narasimhan Sham Kakade Eran Malach Samy Jelassi MoMe 21 1 0 16 Oct 2024
Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning Mingyang Chen Haoze Sun Tianpeng Li Fan Yang Hao Liang Keer Lu Bin Cui Wentao Zhang Zenan Zhou Weipeng Chen LRM 44 5 0 16 Oct 2024
Denial-of-Service Poisoning Attacks against Large Language Models Kuofeng Gao Tianyu Pang Chao Du Yong Yang Shu-Tao Xia Min-Bin Lin SILM AAML 49 4 0 14 Oct 2024
AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories Yifan Song Weimin Xiong Xiutian Zhao Dawei Zhu Wenhao Wu Ke Wang Cheng Li Wei Peng Sujian Li LLMAG 24 9 0 10 Oct 2024
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale Tianyue Ou Frank F. Xu Aman Madaan J. Liu Robert Lo Abishek Sridhar Sudipta Sengupta Dan Roth Graham Neubig Shuyan Zhou OffRL 25 9 0 24 Sep 2024
SEAL: Suite for Evaluating API-use of LLMs Woojeong Kim Ashish Jagmohan Aditya Vempaty ELM ALM LLMAG 30 0 0 23 Sep 2024
xLAM: A Family of Large Action Models to Empower AI Agent Systems Jianguo Zhang Tian Lan Ming Zhu Zuxin Liu Thai Hoang ... Juan Carlos Niebles Shelby Heinecke Huan Wang Silvio Savarese Caiming Xiong ALM 30 2 0 05 Sep 2024
Collaborative Evolving Strategy for Automatic Data-Centric Development Xu Yang Haotian Chen Wenjun Feng Haoxue Wang Zeqi Ye Xinjie Shen Xiao Yang Shizhao Sun Weiqing Liu Jiang Bian 25 2 0 26 Jul 2024
APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets Zuxin Liu Thai Hoang Jianguo Zhang Ming Zhu Tian Lan ... Silvio Savarese Juan Carlos Niebles Huan Wang Shelby Heinecke Caiming Xiong 40 43 0 26 Jun 2024
Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs Lei Zhang Yunshui Li Jiaming Li Xiaobo Xia Jiaxi Yang Run Luo Minzheng Wang Longze Chen Junhao Liu Min Yang 27 0 0 26 Jun 2024
On the Limitations of Embedding Based Methods for Measuring Functional Correctness for Code Generation Atharva Naik 33 2 0 26 Apr 2024
AutoWebGLM: Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent Hanyu Lai Xiao Liu Iat Long Iong Shuntian Yao Yuxuan Chen ... Hao Yu Hanchen Zhang Xiaohan Zhang Yuxiao Dong Jie Tang LM&Ro LLMAG 33 19 0 04 Apr 2024
Sailor: Open Language Models for South-East Asia Longxu Dou Qian Liu Guangtao Zeng Jia Guo Jiahui Zhou Wei Lu Min-Bin Lin LRM 32 7 0 04 Apr 2024
Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents Jinyang Li Nan Huo Yan Gao Jiayi Shi Yingxiu Zhao Ge Qu Yurong Wu Chenhao Ma Jian-Guang Lou Reynold Cheng LLMAG 24 3 0 08 Mar 2024
RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation Qinyu Luo Yining Ye Shihao Liang Zhong Zhang Yujia Qin ... Yankai Lin Yingli Zhang Xiaoyin Che Zhiyuan Liu Maosong Sun LLMAG 28 40 0 26 Feb 2024
Empowering Large Language Model Agents through Action Learning Haiteng Zhao Chang Ma Guoyin Wang Jing Su Lingpeng Kong Jingjing Xu Zhi-Hong Deng Hongxia Yang LM&Ro LLMAG 38 9 0 24 Feb 2024
AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning Jianguo Zhang Tian Lan Rithesh Murthy Zhiwei Liu Weiran Yao ... Juan Carlos Niebles Silvio Savarese Shelby Heinecke Huan Wang Caiming Xiong LLMAG 46 34 0 23 Feb 2024
On the Multi-turn Instruction Following for Conversational Web Agents Yang Deng Xuan Zhang Wenxuan Zhang Yifei Yuan See-Kiong Ng Tat-Seng Chua LLMAG LM&Ro 20 21 0 23 Feb 2024
Large Language Model-based Human-Agent Collaboration for Complex Task Solving Xueyang Feng Zhiyuan Chen Yujia Qin Yankai Lin Xu Chen Zhiyuan Liu Ji-Rong Wen LLMAG 46 16 0 20 Feb 2024
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs Naihao Deng Zhenjie Sun Ruiqi He Aman Sikka Yulong Chen Lin Ma Yue Zhang Rada Mihalcea LMTD 33 8 0 19 Feb 2024
SwissNYF: Tool Grounded LLM Agents for Black Box Setting Somnath Sendhil Kumar Dhruv Jain Eshaan Agarwal Raunak Pandey LLMAG 27 0 0 15 Feb 2024
Towards Unified Alignment Between Agents, Humans, and Environment Zonghan Yang An Liu Zijun Liu Kai Liu Fangzhou Xiong ... Zhenhe Zhang Fuwen Luo Zhicheng Guo Peng Li Yang Liu 24 4 0 12 Feb 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 55 21 0 04 Feb 2024
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents Chang Ma Junlei Zhang Zhihao Zhu Cheng Yang Yujiu Yang Yaohui Jin Zhenzhong Lan Lingpeng Kong Junxian He ELM LLMAG 25 54 0 24 Jan 2024
LLaMA Pro: Progressive LLaMA with Block Expansion Chengyue Wu Yukang Gan Yixiao Ge Zeyu Lu Jiahao Wang Ye Feng Ying Shan Ping Luo CLL 15 57 0 04 Jan 2024
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents Ke Yang Jiateng Liu John Wu Chaoqi Yang Yi Ren Fung ... Xu Cao Xingyao Wang Yiquan Wang Heng Ji Chengxiang Zhai LLMAG ELM 18 67 0 01 Jan 2024
Improving In-context Learning via Bidirectional Alignment Chengwei Qin Wenhan Xia Fangkai Jiao Chen Chen Yuchen Hu Bosheng Ding Shafiq R. Joty 35 7 0 28 Dec 2023
LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem Yingqiang Ge Yujie Ren Wenyue Hua Shuyuan Xu Juntao Tan Yongfeng Zhang LLMAG 12 27 0 06 Dec 2023
Competition-Level Problems are Effective LLM Evaluators Yiming Huang Zheng-Wen Lin Xiao Liu Yeyun Gong Shuai Lu ... Yaobo Liang Yelong Shen Chen Lin Nan Duan Weizhu Chen ELM LRM 27 24 0 04 Dec 2023
Self-Infilling Code Generation Lin Zheng Jianbo Yuan Zhi Zhang Hongxia Yang Lingpeng Kong 18 0 0 29 Nov 2023
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Hailin Chen Fangkai Jiao Xingxuan Li Chengwei Qin Mathieu Ravaut Ruochen Zhao Caiming Xiong Shafiq R. Joty ELM CLL AI4MH LRM ALM 77 27 0 28 Nov 2023
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 31 51 0 20 Nov 2023
INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair Hanbin Wang Zhenghao Liu Shuo Wang Ganqu Cui Ning Ding Zhiyuan Liu Ge Yu KELM LRM 19 8 0 16 Nov 2023
DocMath-Eval: Evaluating Numerical Reasoning Capabilities of LLMs in Understanding Long Documents with Tabular Data Yilun Zhao Yitao Long Hongjun Liu Linyong Nan Lyuhao Chen Ryo Kamoi Yixin Liu Xiangru Tang Rui Zhang Arman Cohan 31 12 0 16 Nov 2023
ADaPT: As-Needed Decomposition and Planning with Language Models Archiki Prasad Alexander Koller Mareike Hartmann Peter Clark Ashish Sabharwal Mohit Bansal Tushar Khot LM&Ro 15 74 0 08 Nov 2023
SAGE: Smart home Agent with Grounded Execution D. Rivkin F. Hogan Amal Feriani Abhisek Konar Adam Sigal Steve Liu Gregory Dudek LM&Ro LLMAG ELM LRM 18 3 0 01 Nov 2023
OpenAgents: An Open Platform for Language Agents in the Wild Tianbao Xie Fan Zhou Zhoujun Cheng Peng Shi Luoxuan Weng ... Yiheng Xu Hongjin Su Dongchan Shin Caiming Xiong Tao Yu LLMAG 17 87 0 16 Oct 2023
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models Ansong Ni Pengcheng Yin Yilun Zhao Chen Wei Yanjun Wang ... Mingyuan Zhang Chen Change Loy Yingbo Zhou Dragomir R. Radev Arman Cohan ELM 19 16 0 29 Sep 2023
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback Xingyao Wang Zihan Wang Jiateng Liu Yangyi Chen Lifan Yuan Hao Peng Heng Ji LRM 125 137 0 19 Sep 2023
MindAgent: Emergent Gaming Interaction Ran Gong Qiuyuan Huang Xiaojian Ma Hoi Vo Zane Durante ... Zilong Zheng Song-Chun Zhu Demetri Terzopoulos Fei-Fei Li Jianfeng Gao LM&Ro 99 61 0 18 Sep 2023
QTSumm: Query-Focused Summarization over Tabular Data Yilun Zhao Zhenting Qi Linyong Nan Boyu Mi Yixin Liu ... Ruizhe Chen Xiangru Tang Yumo Xu Dragomir R. Radev Arman Cohan RALM LMTD 22 1 0 23 May 2023
Binding Language Models in Symbolic Languages Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 109 195 0 06 Oct 2022