Title
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models Fangzhi Xu Zhiyong Wu Qiushi Sun Siyu Ren Fei Yuan Shuai Yuan Qika Lin Yu Qiao Jun Liu LLMAG 11 32 0 15 Nov 2023
Towards Verifiable Text Generation with Symbolic References Lucas Torroba Hennigen Zejiang Shen Aniruddha Nrusimha Bernhard Gapp David Sontag Yoon Kim 16 8 0 15 Nov 2023
MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration Lin Xu Zhiyuan Hu Daquan Zhou Hongyu Ren Zhen Dong Kurt Keutzer See Kiong Ng Jiashi Feng LRM LLMAG ELM 12 1 0 14 Nov 2023
How Well Do Large Language Models Understand Syntax? An Evaluation by Asking Natural Language Questions Houquan Zhou Yang Hou Zhenghua Li Xuebin Wang Zhefeng Wang Xinyu Duan Min Zhang ELM 8 5 0 14 Nov 2023
RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge Yi Liu Lianzhe Huang Shicheng Li Sishuo Chen Hao Zhou Fandong Meng Jie Zhou Xu Sun RALM 57 32 0 14 Nov 2023
A Step Closer to Comprehensive Answers: Constrained Multi-Stage Question Decomposition with Large Language Models He Cao Zhenwei An Jiazhan Feng Kun Xu Liwei Chen Dongyan Zhao HILM 15 1 0 13 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
ALYMPICS: LLM Agents Meet Game Theory -- Exploring Strategic Decision-Making with AI Agents Shaoguang Mao Yuzhe Cai Yan Xia Wenshan Wu Xun Wang Fengyi Wang Tao Ge Furu Wei 20 10 0 06 Nov 2023
PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion Yiduo Guo Zekai Zhang Yaobo Liang Dongyan Zhao Duan Nan ELM 13 14 0 03 Nov 2023
ProAgent: From Robotic Process Automation to Agentic Process Automation Yining Ye Xin Cong Shizuo Tian Jian Cao Hao Wang ... Heyang Yu Huadong Wang Yankai Lin Zhiyuan Liu Maosong Sun AI4CE 10 19 0 02 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
ControlLLM: Augment Language Models with Tools by Searching on Graphs Zhaoyang Liu Zeqiang Lai Zhangwei Gao Erfei Cui Ziheng Li ... Lewei Lu Qifeng Chen Yu Qiao Jifeng Dai Wenhai Wang MLLM 126 30 0 26 Oct 2023
RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models Zefan Wang Zichuan Liu Yingying Zhang Aoxiao Zhong Lunting Fan Lingfei Wu Qingsong Wen 19 23 0 25 Oct 2023
ToolChain: Efficient Action Space Navigation in Large Language Models with A Search Yuchen Zhuang Xiang Chen Tong Yu Saayan Mitra Victor S. Bursztyn Ryan A. Rossi Somdeb Sarkhel Chao Zhang LLMAG 24 52 0 20 Oct 2023
AgentTuning: Enabling Generalized Agent Abilities for LLMs Aohan Zeng Mingdao Liu Rui Lu Bowen Wang Xiao Liu Yuxiao Dong Jie Tang LM&MA ALM LLMAG 8 156 0 19 Oct 2023
Leveraging Large Language Model for Automatic Evolving of Industrial Data-Centric R&D Cycle Xu Yang Xiao Yang Weiqing Liu Jinhui Li Peng Yu Zeqi Ye Jiang Bian 13 0 0 17 Oct 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
Stance Detection with Collaborative Role-Infused LLM-Based Agents Xiaochong Lan Chen Gao Depeng Jin Yong Li 17 13 0 16 Oct 2023
Instruction Tuning with Human Curriculum Bruce W. Lee Hyunsoo Cho Kang Min Yoo 30 3 0 14 Oct 2023
Search-Adaptor: Embedding Customization for Information Retrieval Jinsung Yoon Sercan Ö. Arik Yanfei Chen Tomas Pfister 9 2 0 12 Oct 2023
Formally Specifying the High-Level Behavior of LLM-Based Agents M. Crouse Ibrahim Abdelaziz Ramón Fernández Astudillo Kinjal Basu Soham Dan Sadhana Kumaravel Achille Fokoue Pavan Kapanipathi Salim Roukos Luis A. Lastras LLMAG 13 8 0 12 Oct 2023
Don't Fine-Tune, Decode: Syntax Error-Free Tool Use via Constrained Decoding Kexun Zhang Hongqiao Chen Lei Li W. Wang 32 4 0 10 Oct 2023
TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models Xiao Wang Yuan Zhang Tianze Chen Songyang Gao Senjie Jin ... Rui Zheng Yicheng Zou Tao Gui Qi Zhang Xuanjing Huang ALM LRM CLL 35 18 0 10 Oct 2023
FireAct: Toward Language Agent Fine-tuning Baian Chen Chang Shu Ehsan Shareghi Nigel Collier Karthik Narasimhan Shunyu Yao ALM LLMAG 99 96 0 09 Oct 2023
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model Cheng Qian Chenyan Xiong Zhenghao Liu Zhiyuan Liu LRM 24 12 0 08 Oct 2023
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Xiaoxiao Sun Yang Yang Michal Shlapentokh-Rothman Haohan Wang Yu-xiong Wang LRM AI4CE LM&Ro LLMAG 29 183 0 06 Oct 2023
Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning Yinger Zhang Hui Cai Xeirui Song Yicheng Chen Rui Sun Jing Zheng LRM 8 6 0 06 Oct 2023
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use Yue Huang Jiawen Shi Yuan Li Chenrui Fan Siyuan Wu ... Yixin Liu Pan Zhou Yao Wan Neil Zhenqiang Gong Lichao Sun LLMAG 35 82 0 04 Oct 2023
SmartPlay: A Benchmark for LLMs as Intelligent Agents Yue Wu Xuan Tang Tom Michael Mitchell Yuanzhi Li ELM LLMAG 19 60 0 02 Oct 2023
RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models Zekun Wang Zhongyuan Peng Haoran Que Jiaheng Liu Wangchunshu Zhou ... Wanli Ouyang Ke Xu Wenhu Chen Jie Fu Junran Peng LLMAG 23 80 0 01 Oct 2023
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration Qiushi Sun Zhangyue Yin Xiang Li Zhiyong Wu Xipeng Qiu Lingpeng Kong LRM LLMAG 15 43 0 30 Sep 2023
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets Lifan Yuan Yangyi Chen Xingyao Wang Yi Ren Fung Hao Peng Heng Ji LLMAG KELM 18 56 0 29 Sep 2023
TPE: Towards Better Compositional Reasoning over Conceptual Tools with Multi-persona Collaboration Hongru Wang Huimin Wang Lingzhi Wang Minda Hu Rui Wang Boyang Xue Hongyuan Lu Fei Mi Kam-Fai Wong LRM KELM LLMAG 25 12 0 28 Sep 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming-Yu Liu Bing Qin Ting Liu LRM AI4CE 16 148 0 27 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
Can Large Language Models Understand Real-World Complex Instructions? Qi He Jie Zeng Wenhao Huang Lina Chen Jin Xiao ... Shisong Chen Yikai Zhang Zhouhong Gu Jiaqing Liang Yanghua Xiao ALM LRM ELM 90 50 0 17 Sep 2023
SwitchGPT: Adapting Large Language Models for Non-Text Outputs Xinyu Wang Bohan Zhuang Qi Wu MLLM 14 3 0 14 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas L. Griffiths LLMAG LM&Ro 34 150 0 05 Sep 2023
Benchmarking Large Language Models in Retrieval-Augmented Generation Jiawei Chen Hongyu Lin Xianpei Han Le Sun 3DV RALM 8 255 0 04 Sep 2023
No Train Still Gain. Unleash Mathematical Reasoning of Large Language Models with Monte Carlo Tree Search Guided by Energy Function Haotian Xu LRM 22 6 0 01 Sep 2023
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning Weirui Kuang Bingchen Qian Zitao Li Daoyuan Chen Dawei Gao Xuchen Pan Yuexiang Xie Yaliang Li Bolin Ding Jingren Zhou FedML 6 112 0 01 Sep 2023
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations Xu Huang Jianxun Lian Yuxuan Lei Jing Yao Defu Lian Xing Xie LLMAG 10 85 0 31 Aug 2023
BioCoder: A Benchmark for Bioinformatics Code Generation with Large Language Models Xiangru Tang Bill Qian Rick Gao Jiakang Chen Xinyun Chen Mark B. Gerstein 16 10 0 31 Aug 2023
Rational Decision-Making Agent with Internalized Utility Judgment Yining Ye Xin Cong Shizuo Tian Yujia Qin Chong Liu Yankai Lin Zhiyuan Liu Maosong Sun LLMAG 19 8 0 24 Aug 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 39 1,088 0 22 Aug 2023
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors Weize Chen Yusheng Su Jingwei Zuo Cheng Yang Chenfei Yuan ... Xin Cong Ruobing Xie Zhiyuan Liu Maosong Sun Jie Zhou AI4CE LLMAG LM&Ro 22 129 0 21 Aug 2023
GameEval: Evaluating LLMs on Conversational Games Dan Qiao Chenfei Wu Yaobo Liang Juntao Li Nan Duan ELM LLMAG 6 20 0 19 Aug 2023
Tree-of-Mixed-Thought: Combining Fast and Slow Thinking for Multi-hop Visual Reasoning Pengbo Hu Jingxian Qi Xingyu Li Hong Li Xinqi Wang Bing Quan Ruiyu Wang Yi Zhou LRM LLMAG 22 14 0 18 Aug 2023
BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents Zhiwei Liu Weiran Yao Jianguo Zhang Le Xue Shelby Heinecke ... Ran Xu P. Mùi Haiquan Wang Caiming Xiong Silvio Savarese LLMAG 21 81 0 11 Aug 2023
LLM As DBA Xuanhe Zhou Guoliang Li Zhiyuan Liu LLMAG 23 17 0 10 Aug 2023