Title
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 19 126 0 05 Feb 2024
Position: What Can Large Language Models Tell Us about Time Series Analysis Ming Jin Yifan Zhang Wei Chen Kexin Zhang Yuxuan Liang Bin Yang Jindong Wang Shirui Pan Qingsong Wen AI4TS 29 16 0 05 Feb 2024
LLM Multi-Agent Systems: Challenges and Open Problems Shanshan Han Qifan Zhang Yuhang Yao Weizhao Jin Zhaozhuo Xu LLMAG 35 10 0 05 Feb 2024
User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT Anna Bodonhelyi Efe Bozkir Shuo Yang Enkelejda Kasneci Gjergji Kasneci ELM AI4MH 23 13 0 03 Feb 2024
TravelPlanner: A Benchmark for Real-World Planning with Language Agents Jian Xie Kai Zhang Jiangjie Chen Tinghui Zhu Renze Lou Yuandong Tian Yanghua Xiao Yu-Chuan Su LLMAG LM&Ro 45 126 0 02 Feb 2024
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning D. Bhattacharjya Junkyu Lee Don Joven Agravante Balaji Ganesan Radu Marinescu LLMAG 30 1 0 02 Feb 2024
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback Jian-Yu Guan Wei Yu Wu Zujie Wen Peng Xu Hongning Wang Minlie Huang LRM 14 16 0 02 Feb 2024
SymbolicAI: A framework for logic-based approaches combining generative models and solvers Marius-Constantin Dinu Claudiu Leoveanu-Condrei Markus Holzleitner Werner Zellinger Sepp Hochreiter 30 8 0 01 Feb 2024
WSC+: Enhancing The Winograd Schema Challenge Using Tree-of-Experts Pardis Sadat Zahraei Ali Emami 16 6 0 31 Jan 2024
Rethinking Interpretability in the Era of Large Language Models Chandan Singh J. Inala Michel Galley Rich Caruana Jianfeng Gao LRM AI4CE 75 59 0 30 Jan 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
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 60 25 0 25 Jan 2024
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks Jing Yu Koh Robert Lo Lawrence Jang Vikram Duvvur Ming Chong Lim Po-Yu Huang Graham Neubig Shuyan Zhou Ruslan Salakhutdinov Daniel Fried 17 0 0 24 Jan 2024
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding Mirac Suzgun Adam Tauman Kalai KELM LRM LLMAG ReLM 38 63 0 23 Jan 2024
Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models Yile Wang Sijie Cheng Zixin Sun Peng Li Yang Janet Liu ReLM LRM 17 4 0 22 Jan 2024
A Study on Training and Developing Large Language Models for Behavior Tree Generation Fu Li Xueying Wang Bin Li Yunlong Wu Yanzhen Wang Xiaodong Yi 11 4 0 16 Jan 2024
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims Fengzhu Zeng Wei Gao 32 15 0 16 Jan 2024
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models Asma Ghandeharioun Avi Caciularu Adam Pearce Lucas Dixon Mor Geva 16 86 0 11 Jan 2024
Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning Shuai Zhao Meihuizi Jia Anh Tuan Luu Fengjun Pan Jinming Wen AAML 29 34 0 11 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 52 56 0 11 Jan 2024
DCR: Divide-and-Conquer Reasoning for Multi-choice Question Answering with LLMs Zijie Meng Yan Zhang Zhaopeng Feng Zuozhu Liu LRM 22 4 0 10 Jan 2024
GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation Tong Wu Guandao Yang Zhibing Li Kai Zhang Ziwei Liu Leonidas J. Guibas Dahua Lin Gordon Wetzstein EGVM VGen 18 87 0 08 Jan 2024
Computational Argumentation-based Chatbots: a Survey Federico Castagna Nadin Kökciyan I. Sassoon Simon Parsons Elizabeth I. Sklar 17 6 0 07 Jan 2024
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers Aleksandar Stanić Sergi Caelles Michael Tschannen LRM VLM 23 9 0 03 Jan 2024
The Tyranny of Possibilities in the Design of Task-Oriented LLM Systems: A Scoping Survey Dhruv Dhamani Mary Lou Maher 22 1 0 29 Dec 2023
State Machine of Thoughts: Leveraging Past Reasoning Trajectories for Enhancing Problem Solving Jia Liu Jie Shuai Xiyao Li LRM 29 1 0 29 Dec 2023
Moderating New Waves of Online Hate with Chain-of-Thought Reasoning in Large Language Models Nishant Vishwamitra Keyan Guo Farhan Tajwar Romit Isabelle Ondracek Long Cheng Ziming Zhao Hongxin Hu 8 11 0 22 Dec 2023
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes Lizhou Fan Wenyue Hua Lingyao Li Haoyang Ling Yongfeng Zhang LRM 18 46 0 22 Dec 2023
Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning Filippos Christianos Georgios Papoudakis Matthieu Zimmer Thomas Coste Zhihao Wu ... Yicheng Luo Jianye Hao Kun Shao Haitham Bou-Ammar Jun Wang 22 17 0 22 Dec 2023
Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis Yafei Hu Quanting Xie Vidhi Jain Jonathan M Francis Jay Patrikar ... Xiaolong Wang Sebastian A. Scherer Z. Kira Fei Xia Yonatan Bisk LM&Ro AI4CE 30 54 0 14 Dec 2023
diff History for Neural Language Agents Ulyana Piterbarg Lerrel Pinto Rob Fergus 14 1 0 12 Dec 2023
Context Matters: Data-Efficient Augmentation of Large Language Models for Scientific Applications Xiang Li Haoran Tang Siyu Chen Ziwei Wang Anurag Maravi Marcin Abram 11 0 0 12 Dec 2023
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng-Long Jiang 16 8 0 11 Dec 2023
Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models Shitian Zhao Zhuowan Li Yadong Lu Alan L. Yuille Yan Wang LRM 60 5 0 09 Dec 2023
An LLM Compiler for Parallel Function Calling Sehoon Kim Suhong Moon Ryan Tabrizi Nicholas Lee Michael W. Mahoney Kurt Keutzer A. Gholami LRM 13 58 0 07 Dec 2023
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator Chengshu Li Jacky Liang Andy Zeng Xinyun Chen Karol Hausman Dorsa Sadigh Sergey Levine Fei-Fei Li Fei Xia Brian Ichter LLMAG LRM 31 70 0 07 Dec 2023
Prompt Highlighter: Interactive Control for Multi-Modal LLMs Yuechen Zhang Shengju Qian Bohao Peng Shu-Lin Liu Jiaya Jia MLLM 29 19 0 07 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
Large Language Models on Graphs: A Comprehensive Survey Bowen Jin Gang Liu Chi Han Meng-Long Jiang Heng Ji Jiawei Han AI4CE 24 120 0 05 Dec 2023
Large Knowledge Model: Perspectives and Challenges Huajun Chen KELM 43 8 0 05 Dec 2023
Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey Shengchao Chen Guodong Long Jing Jiang Dikai Liu Chengqi Zhang SyDa AI4CE 23 15 0 05 Dec 2023
Recursive Visual Programming Jiaxin Ge Sanjay Subramanian Baifeng Shi Roei Herzig Trevor Darrell 18 4 0 04 Dec 2023
Agent-OM: Leveraging LLM Agents for Ontology Matching Zhangcheng Qiang Weiqing Wang Kerry Taylor LLMAG 11 8 0 01 Dec 2023
Conceptual Engineering Using Large Language Models Bradley Paul Allen 16 0 0 01 Dec 2023
Applying Large Language Models and Chain-of-Thought for Automatic Scoring Gyeong-Geon Lee Ehsan Latif Xuansheng Wu Ninghao Liu Xiaoming Zhai 23 84 0 30 Nov 2023
Can Large Language Models Be Good Companions? An LLM-Based Eyewear System with Conversational Common Ground Zhenyu Xu Hailin Xu Zhouyang Lu Yingying Zhao Rui Zhu ... Robert P. Dick Fan Yang T. Lu Ning Gu L. Shang 25 2 0 30 Nov 2023
AviationGPT: A Large Language Model for the Aviation Domain Liya Wang Jason Chou Xin Zhou A. Tien Diane M. Baumgartner 17 6 0 29 Nov 2023
AgentAvatar: Disentangling Planning, Driving and Rendering for Photorealistic Avatar Agents Duomin Wang Bin Dai Yu Deng Baoyuan Wang VGen 24 4 0 29 Nov 2023
Agents meet OKR: An Object and Key Results Driven Agent System with Hierarchical Self-Collaboration and Self-Evaluation Yi Zheng Chongyang Ma Kanle Shi Haibin Huang 25 4 0 28 Nov 2023
Compositional Chain-of-Thought Prompting for Large Multimodal Models Chancharik Mitra Brandon Huang Trevor Darrell Roei Herzig MLLM LRM 26 80 0 27 Nov 2023