Title
To Help or Not to Help: LLM-based Attentive Support for Human-Robot Group Interactions Daniel Tanneberg Felix Ocker Stephan Hasler Joerg Deigmoeller Anna Belardinelli Chao Wang H. Wersing Bernhard Sendhoff Michael Gienger LM&Ro 53 13 0 19 Mar 2024
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models Kung-Hsiang Huang Hou Pong Chan Yi Ren Fung Haoyi Qiu Mingyang Zhou Shafiq R. Joty Shih-Fu Chang Heng Ji AI4TS 64 18 0 18 Mar 2024
What Are Tools Anyway? A Survey from the Language Model Perspective Zhiruo Wang Zhoujun Cheng Hao Zhu Daniel Fried Graham Neubig 60 26 0 18 Mar 2024
Tur[k]ingBench: A Challenge Benchmark for Web Agents Kevin Xu Yeganeh Kordi Kate Sanders Yizhong Wang Adam Byerly Kate Sanders Adam Byerly Jingyu Zhang Benjamin Van Durme Daniel Khashabi LLMAG 67 6 0 18 Mar 2024
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments Sitao Cheng Ziyuan Zhuang Yong Xu Fangkai Yang Chaoyun Zhang ... Ling Chen Qingwei Lin Dongmei Zhang Saravan Rajmohan Qi Zhang KELM LLMAG LRM 33 14 0 13 Mar 2024
Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey Qizhi Pei Lijun Wu Kaiyuan Gao Jinhua Zhu Yue Wang Zun Wang Tao Qin Rui Yan AI4CE 47 19 0 03 Mar 2024
InteraRec: Screenshot Based Recommendations Using Multimodal Large Language Models Saketh Reddy Karra Theja Tulabandhula 27 0 0 26 Feb 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
Budget-Constrained Tool Learning with Planning Yuanhang Zheng Peng Li Mingshi Yan Ji Zhang Fei Huang Yang Janet Liu 27 3 0 25 Feb 2024
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments Yu Gu Yiheng Shu Hao Yu Xiao Liu Yuxiao Dong Jie Tang Jayanth Srinivasa Hugo Latapie Yu-Chuan Su KELM LLMAG 22 25 0 22 Feb 2024
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs Jiejun Tan Zhicheng Dou Yutao Zhu Peidong Guo Kun Fang Ji-Rong Wen 37 23 0 19 Feb 2024
Offline Training of Language Model Agents with Functions as Learnable Weights Shaokun Zhang Jieyu Zhang Jiale Liu Linxin Song Chi Wang Ranjay Krishna Qingyun Wu LLMAG LM&Ro AIFin 25 12 0 17 Feb 2024
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents Wenkai Yang Xiaohan Bi Yankai Lin Sishuo Chen Jie Zhou Xu Sun LLMAG AAML 20 52 0 17 Feb 2024
ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages Junjie Ye Sixian Li Guanyu Li Caishuang Huang Songyang Gao Yilong Wu Qi Zhang Tao Gui Xuanjing Huang LLMAG 25 16 0 16 Feb 2024
AgentLens: Visual Analysis for Agent Behaviors in LLM-based Autonomous Systems Jiaying Lu Bo Pan Jieyi Chen Yingchaojie Feng Jingyuan Hu Yuchen Peng Wei Chen 34 13 0 14 Feb 2024
OS-Copilot: Towards Generalist Computer Agents with Self-Improvement Zhiyong Wu Chengcheng Han Zichen Ding Zhenmin Weng Zhoumianze Liu Shunyu Yao Tao Yu Lingpeng Kong LLMAG LM&Ro 113 83 0 12 Feb 2024
AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls Yu Du Fangyun Wei Hongyang R. Zhang LLMAG 32 37 0 06 Feb 2024
Understanding the planning of LLM agents: A survey Xu Huang Weiwen Liu Xiaolong Chen Xingmei Wang Hao Wang Defu Lian Yasheng Wang Ruiming Tang Enhong Chen LLMAG LM&Ro 24 130 0 05 Feb 2024
InferCept: Efficient Intercept Support for Augmented Large Language Model Inference Reyna Abhyankar Zijian He Vikranth Srivatsa Hao Zhang Yiying Zhang RALM 29 11 0 02 Feb 2024
Executable Code Actions Elicit Better LLM Agents Xingyao Wang Yangyi Chen Lifan Yuan Yizhe Zhang Yunzhu Li Hao Peng Heng Ji ELM LLMAG LM&Ro 26 127 0 01 Feb 2024
Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents Zelong Li Wenyue Hua Hao Wang He Zhu Yongfeng Zhang LLMAG 68 19 0 01 Feb 2024
Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective Qun Ma Xiao Xue Deyu Zhou Xiangning Yu Donghua Liu ... Yifan Shen Peilin Ji Juanjuan Li Gang Wang Wanpeng Ma AI4CE LM&Ro LLMAG 11 6 0 01 Feb 2024
SwarmBrain: Embodied agent for real-time strategy game StarCraft II via large language models Xiao Shao Weifu Jiang Fei Zuo Mengqing Liu LLMAG 26 6 0 31 Jan 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 77 15 0 30 Jan 2024
GraphiMind: LLM-centric Interface for Information Graphics Design Qiruin Huang Min Lu J. Lanir Dani Lischinski Daniel Cohen-Or Hui Huang MLLM 10 7 0 24 Jan 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
RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning Junjie Ye Yilong Wu Songyang Gao Caishuang Huang Sixian Li Guanyu Li Xiaoran Fan Qi Zhang Tao Gui Xuanjing Huang AAML 28 15 0 16 Jan 2024
DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent) Zongxin Yang Guikun Chen Xiaodi Li Wenguan Wang Yi Yang LM&Ro LLMAG 48 35 0 16 Jan 2024
Small LLMs Are Weak Tool Learners: A Multi-LLM Agent Weizhou Shen Chenliang Li Hongzhan Chen Ming Yan Xiaojun Quan Hehong Chen Ji Zhang Fei Huang LLMAG 40 48 0 14 Jan 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Jieyu Zhang Hang Wu Yuanda Zhu Joyce C. Ho Carl Yang M. D. Wang 24 26 0 13 Jan 2024
TeleChat Technical Report Zhongjiang He Zihan Wang Xinzhan Liu Shixuan Liu Yitong Yao ... Zilu Huang Sishi Xiong Yuxiang Zhang Chao Wang Shuangyong Song AI4MH LRM ALM 56 3 0 08 Jan 2024
Large Legal Fictions: Profiling Legal Hallucinations in Large Language Models Matthew Dahl Varun Magesh Mirac Suzgun Daniel E. Ho HILM AILaw 25 72 0 02 Jan 2024
A Comprehensive Study of Knowledge Editing for Large Language Models Ningyu Zhang Yunzhi Yao Bo Tian Peng Wang Shumin Deng ... Lei Liang Zhiqiang Zhang Xiao-Jun Zhu Jun Zhou Huajun Chen KELM 26 76 0 02 Jan 2024
GitAgent: Facilitating Autonomous Agent with GitHub by Tool Extension Bohan Lyu Xin Cong Heyang Yu Pan Yang Yujia Qin ... Zhong Zhang Yukun Yan Yankai Lin Zhiyuan Liu Maosong Sun LLMAG 25 5 0 28 Dec 2023
Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives Chen Gao Xiaochong Lan Nian Li Yuan Yuan Jingtao Ding Zhilun Zhou Fengli Xu Yong Li LLMAG AI4CE LM&Ro 29 99 0 19 Dec 2023
Agent-based Learning of Materials Datasets from Scientific Literature Mehrad Ansari S. M. Moosavi AI4CE 17 13 0 18 Dec 2023
CLOVA: A Closed-Loop Visual Assistant with Tool Usage and Update Zhi Gao Yuntao Du Xintong Zhang Xiaojian Ma Wenjuan Han Song-Chun Zhu Qing Li LLMAG VLM 26 21 0 18 Dec 2023
D-Bot: Database Diagnosis System using Large Language Models Xuanhe Zhou Guoliang Li Zhaoyan Sun Zhiyuan Liu Weize Chen Jianming Wu Jiesi Liu Ruohang Feng Guoyang Zeng LLMAG 54 13 0 03 Dec 2023
VIoTGPT: Learning to Schedule Vision Tools towards Intelligent Video Internet of Things Yaoyao Zhong Mengshi Qi Rui Wang Yuhan Qiu Yang Zhang Huadong Ma 13 2 0 01 Dec 2023
TaskBench: Benchmarking Large Language Models for Task Automation Yongliang Shen Kaitao Song Xu Tan Wenqi Zhang Kan Ren Siyu Yuan Weiming Lu Dongsheng Li Y. Zhuang 35 53 0 30 Nov 2023
LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models Marwa Abdulhai Isadora White Charles Burton Snell Charles Sun Joey Hong Yuexiang Zhai Kelvin Xu Sergey Levine LLMAG OffRL LRM 28 30 0 30 Nov 2023
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions S. Cao Jiajie Zhang Jiaxin Shi Xin Lv Zijun Yao Qingwen Tian Juanzi Li Lei Hou LRM 29 13 0 23 Nov 2023
InteraSSort: Interactive Assortment Planning Using Large Language Models Saketh Reddy Karra Theja Tulabandhula 24 3 0 20 Nov 2023
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems Yilun Kong Jingqing Ruan Yihong Chen Bin Zhang Tianpeng Bao ... Xiaoru Hu Hangyu Mao Ziyue Li Xingyu Zeng Rui Zhao LLMAG 24 37 0 19 Nov 2023
Augmenting Unsupervised Reinforcement Learning with Self-Reference Andrew Zhao Erle Zhu Rui Lu Matthieu Lin Yong-Jin Liu Gao Huang SSL 14 1 0 16 Nov 2023
ToolTalk: Evaluating Tool-Usage in a Conversational Setting Nicholas Farn Richard Shin LLMAG ELM 32 14 0 15 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 33 0 14 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
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
Conditionally Combining Robot Skills using Large Language Models K. Zentner Ryan C. Julian Brian Ichter Gaurav Sukhatme 14 1 0 25 Oct 2023