Title
Prompt Injection Attack to Tool Selection in LLM Agents Jiawen Shi Zenghui Yuan Guiyao Tie Pan Zhou Neil Zhenqiang Gong Lichao Sun LLMAG 51 0 0 28 Apr 2025
Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning Shaokun Zhang Yi Dong Jieyu Zhang Jan Kautz Bryan Catanzaro Andrew Tao Qingyun Wu Zhiding Yu Guilin Liu LLMAG OffRL KELM LRM 86 0 0 25 Apr 2025
Param $Δ$ for Direct Weight Mixing: Post-Train Large Language Model at Zero Cost Sheng Cao Mingrui Wu Karthik Prasad Yuandong Tian Zechun Liu MoMe 74 0 0 23 Apr 2025
Multi-Mission Tool Bench: Assessing the Robustness of LLM based Agents through Related and Dynamic Missions Peijie Yu Yifan Yang J. Li Zelong Zhang Haorui Wang Xiao Feng Feng Zhang LLMAG 97 0 0 03 Apr 2025
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Emre Can Acikgoz Jeremiah Greer Akul Datta Ze Yang William Zeng Oussama Elachqar Emmanouil Koukoumidis Dilek Hakkani-Tür Gökhan Tür LLMAG 97 3 0 20 Feb 2025
CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning Duo Wu J. Wang Yuan Meng Yanning Zhang Le Sun Zhi Wang 96 0 0 25 Nov 2024
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks Guibin Zhang Yanwei Yue Xiangguo Sun Guancheng Wan Miao Yu Junfeng Fang Kun Wang Dawei Cheng Dawei Cheng AAML AI4CE 46 5 0 15 Oct 2024
Learning Evolving Tools for Large Language Models Guoxin Chen Zhong Zhang Xin Cong Fangda Guo Yesai Wu Yankai Lin Wenzheng Feng Yasheng Wang KELM 52 1 0 09 Oct 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation Mengkang Hu Yixiao Wang Can Xu Lingfeng Sun Chensheng Peng T. Hannagan Nicola Poerio Saravan Rajmohan LM&Ro LLMAG 58 14 0 01 Aug 2024
Can Tool-augmented Large Language Models be Aware of Incomplete Conditions? Seungbin Yang chaeHun Park Taehee Kim Jaegul Choo 44 2 0 18 Jun 2024
R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models Shangqing Tu Yuanchun Wang Jifan Yu Yuyang Xie Yaran Shi Xiaozhi Wang Jing Zhang Lei Hou Juanzi Li ELM 27 3 0 17 Jun 2024
Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning Joongwon Kim Bhargavi Paranjape Tushar Khot Hannaneh Hajishirzi LM&Ro ELM LLMAG LRM 29 8 0 10 Jun 2024
Towards Completeness-Oriented Tool Retrieval for Large Language Models Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Jirong Wen KELM 22 7 0 25 May 2024
AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents Christopher Rawles Sarah Clinckemaillie Yifan Chang Jonathan Waltz Gabrielle Lau ... Daniel Toyama Robert Berry Divya Tyamagundlu Timothy Lillicrap Oriana Riva LLMAG 55 44 0 23 May 2024
StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models Zhicheng Guo Sijie Cheng Hao Wang Shihao Liang Yujia Qin Peng Li Zhiyuan Liu Maosong Sun Yang Janet Liu ELM 41 22 0 12 Mar 2024
RE-GAINS & EnChAnT: Intelligent Tool Manipulation Systems For Enhanced Query Responses Sahil Girhepuje Siva Sankar Sajeev Purvam Jain Arya Sikder Adithya Rama Varma Ryan George Akshay Govind Srinivasan Mahendra Kurup Ashmit Sinha Sudip Mondal RALM 22 0 0 28 Jan 2024
Open-TI: Open Traffic Intelligence with Augmented Language Model Longchao Da Kuanru Liou Tiejin Chen Xuesong Zhou Xiangyong Luo Yezhou Yang Hua Wei 25 21 0 30 Dec 2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs Yujia Qin Shi Liang Yining Ye Kunlun Zhu Lan Yan ... Jie Zhou Mark B. Gerstein Dahai Li Zhiyuan Liu Maosong Sun CLL ALM LLMAG ELM LM&MA 19 608 0 31 Jul 2023
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 203 2,232 0 22 Mar 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 208 2,413 0 06 Oct 2022