Title
Evaluating the External and Parametric Knowledge Fusion of Large Language Models Hao Zhang Yuyang Zhang Xiaoguang Li Wenxuan Shi Haonan Xu ... Yasheng Wang Lifeng Shang Qun Liu Yong-jin Liu Ruiming Tang KELM 33 4 0 29 May 2024
Adaptive In-conversation Team Building for Language Model Agents Linxin Song Jiale Liu Jieyu Zhang Shaokun Zhang Ao Luo Shijian Wang Qingyun Wu Chi Wang LLMAG 58 10 0 29 May 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Jirong Wen LLMAG 31 77 0 28 May 2024
Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents Zhengliang Shi Shen Gao Xiuyi Chen Yue Feng Lingyong Yan Haibo Shi Dawei Yin Zhumin Chen Suzan Verberne LLMAG 47 14 0 26 May 2024
STRIDE: A Tool-Assisted LLM Agent Framework for Strategic and Interactive Decision-Making Chuanhao Li Runhan Yang Tiankai Li Milad Bafarassat Kourosh Sharifi Dirk Bergemann Zhuoran Yang LLMAG 22 5 0 25 May 2024
A Solution-based LLM API-using Methodology for Academic Information Seeking Yuanchun Wang Jifan Yu Zijun Yao Jing Zhang Yuyang Xie ... Yuanyao Li Huihui Yuan Lei Hou Juan-Zi Li Jie Tang 19 3 0 24 May 2024
AnalogCoder: Analog Circuit Design via Training-Free Code Generation Yao Lai Sungyoung Lee Guojin Chen Souradip Poddar Mengkang Hu David Z. Pan Ping Luo 35 26 0 23 May 2024
Agent Planning with World Knowledge Model Shuofei Qiao Runnan Fang Ningyu Zhang Yuqi Zhu Xiang Chen Shumin Deng Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen LLMAG LM&Ro 74 14 0 23 May 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Yinghui Li Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 38 44 0 21 May 2024
Human-Centered LLM-Agent User Interface: A Position Paper Daniel Y. Chin Yuxuan Wang Gus Xia LLMAG 27 1 0 19 May 2024
Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmark Mengsong Wu Tong Zhu Han Han Chuanyuan Tan Xiang Zhang Wenliang Chen 23 16 0 14 May 2024
CataLM: Empowering Catalyst Design Through Large Language Models Ludi Wang Xueqing Chen Yi Du Yuanchun Zhou Yang Gao Wenjuan Cui 26 2 0 13 May 2024
AIOS Compiler: LLM as Interpreter for Natural Language Programming and Flow Programming of AI Agents Shuyuan Xu Zelong Li Kai Mei Yongfeng Zhang 31 3 0 11 May 2024
Smurfs: Leveraging Multiple Proficiency Agents with Context-Efficiency for Tool Planning Junzhi Chen Juhao Liang Benyou Wang LLMAG 26 2 0 09 May 2024
VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context Yunxin Li Baotian Hu Haoyuan Shi Wei Wang Longyue Wang Min-Ling Zhang LRM 27 12 0 08 May 2024
Preble: Efficient Distributed Prompt Scheduling for LLM Serving Vikranth Srivatsa Zijian He Reyna Abhyankar Dongming Li Yiying Zhang 40 17 0 08 May 2024
Iterative Experience Refinement of Software-Developing Agents Cheng Qian Jiahao Li Yufan Dang Wei Liu Yifei Wang ... Weize Chen Cheng Yang Yingli Zhang Zhiyuan Liu Maosong Sun LLMAG 31 12 0 07 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 24 36 0 06 May 2024
Almanac Copilot: Towards Autonomous Electronic Health Record Navigation C. Zakka Joseph Cho Gracia Fahed R. Shad Michael Moor ... Vishnu Ravi Oliver Aalami Roxana Daneshjou Akshay Chaudhari W. Hiesinger 19 4 0 30 Apr 2024
From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen Xintao Wang Rui Xu Siyu Yuan Yikai Zhang ... Caiyu Hu Siye Wu Scott Ren Ziquan Fu Yanghua Xiao 50 72 0 28 Apr 2024
GeckOpt: LLM System Efficiency via Intent-Based Tool Selection Michael Fore Simranjit Singh Dimitrios Stamoulis 27 10 0 24 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 64 45 0 23 Apr 2024
Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations Sukmin Cho Soyeong Jeong Jeongyeon Seo Taeho Hwang Jong C. Park SILM AAML 43 26 0 22 Apr 2024
"A good pun is its own reword": Can Large Language Models Understand Puns? Zhijun Xu Siyu Yuan Lingjie Chen Deqing Yang LRM 35 8 0 21 Apr 2024
A Survey on the Memory Mechanism of Large Language Model based Agents Zeyu Zhang Xiaohe Bo Chen Ma Rui Li Xu Chen Quanyu Dai Jieming Zhu Zhenhua Dong Ji-Rong Wen LLMAG KELM 34 105 0 21 Apr 2024
MoVA: Adapting Mixture of Vision Experts to Multimodal Context Zhuofan Zong Bingqi Ma Dazhong Shen Guanglu Song Hao Shao Dongzhi Jiang Hongsheng Li Yu Liu MoE 40 40 0 19 Apr 2024
Training a Vision Language Model as Smartphone Assistant Nicolai Dorka Janusz Marecki Ammar Anwar 14 3 0 12 Apr 2024
WESE: Weak Exploration to Strong Exploitation for LLM Agents Xu Huang Weiwen Liu Xiaolong Chen Xingmei Wang Defu Lian Yasheng Wang Ruiming Tang Enhong Chen LLMAG 28 1 0 11 Apr 2024
Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement Zaid Khan B. Vijaykumar S. Schulter Yun Fu Manmohan Chandraker LRM ReLM 20 6 0 06 Apr 2024
Exploring Autonomous Agents through the Lens of Large Language Models: A Review Saikat Barua LM&MA LLMAG 25 14 0 05 Apr 2024
CodeEditorBench: Evaluating Code Editing Capability of Large Language Models Jiawei Guo Ziming Li Xueling Liu Kaijing Ma Tianyu Zheng ... Xingwei Qu Xiang Yue Ge Zhang Wenhu Chen Jie Fu KELM 57 12 0 04 Apr 2024
MIMIR: A Streamlined Platform for Personalized Agent Tuning in Domain Expertise Chunyuan Deng Xiangru Tang Yilun Zhao Hanming Wang Haoran Wang Wangchunshu Zhou Arman Cohan Mark B. Gerstein LLMAG MLLM 22 1 0 03 Apr 2024
Advancing LLM Reasoning Generalists with Preference Trees Lifan Yuan Ganqu Cui Hanbin Wang Ning Ding Xingyao Wang ... Zhenghao Liu Bowen Zhou Hao Peng Zhiyuan Liu Maosong Sun LRM 27 94 0 02 Apr 2024
Octopus v2: On-device language model for super agent Wei Chen Zhiyuan Li RALM 29 23 0 02 Apr 2024
Efficient Prompting Methods for Large Language Models: A Survey Kaiyan Chang Songcheng Xu Chenglong Wang Yingfeng Luo Tong Xiao Jingbo Zhu LRM 30 32 0 01 Apr 2024
DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model Lirui Zhao Yue Yang Kaipeng Zhang Wenqi Shao Yuxin Zhang Yu Qiao Ping Luo Rongrong Ji LM&Ro LLMAG VLM 29 3 0 31 Mar 2024
Planning and Editing What You Retrieve for Enhanced Tool Learning Tenghao Huang Dongwon Jung Muhao Chen KELM 16 7 0 30 Mar 2024
ReALM: Reference Resolution As Language Modeling Joel Ruben Antony Moniz Soundarya Krishnan Melis Ozyildirim Prathamesh Saraf Halim Cagri Ates Yuan-kang Zhang Hong-ye Yu Nidhi Rajshree 37 6 0 29 Mar 2024
Enhancing the General Agent Capabilities of Low-Parameter LLMs through Tuning and Multi-Branch Reasoning Qinhao Zhou Zihan Zhang Xiang Xiang Ke Wang Yuchuan Wu Yongbin Li LLMAG LRM 36 5 0 29 Mar 2024
Towards a Robust Retrieval-Based Summarization System Shengjie Liu Jing Wu Jingyuan Bao Wenyi Wang N. Hovakimyan Christopher G. Healey RALM 25 9 0 29 Mar 2024
Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA Zhuowan Li Bhavan A. Jasani Peng Tang Shabnam Ghadar LRM 22 8 0 25 Mar 2024
AIOS: LLM Agent Operating System Kai Mei Zelong Li Wujiang Xu Wenyue Hua Mingyu Jin Yongfeng Zhang Shuyuan Xu Ruosong Ye Yingqiang Ge Yongfeng Zhang LLMAG 26 17 0 25 Mar 2024
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions Orion Weller Benjamin Chang Sean MacAvaney Kyle Lo Arman Cohan Benjamin Van Durme Dawn J Lawrie Luca Soldaini 52 27 0 22 Mar 2024
ReAct Meets ActRe: When Language Agents Enjoy Training Data Autonomy Zonghan Yang Peng Li Ming Yan Ji Zhang Fei Huang Yang Janet Liu LLMAG LRM 44 8 0 21 Mar 2024
Large Language Models for Blockchain Security: A Systematic Literature Review Zheyuan He Zihao Li Sen Yang Ao Qiao Xiaosong Zhang Xiapu Luo Ting Chen Ting Chen PILM 42 14 0 21 Mar 2024
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models Zehui Chen Kuikun Liu Qiuchen Wang Wenwei Zhang Jiangning Liu Dahua Lin Kai-xiang Chen Feng Zhao LLMAG ALM AIFin 54 27 0 19 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
Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants' API Invocation Capabilities Honglin Mu Yang Xu Yunlong Feng Xiaofeng Han Yitong Li Yutai Hou Wanxiang Che ELM 26 2 0 17 Mar 2024
Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment Feifan Song Bowen Yu Hao Lang Haiyang Yu Fei Huang Houfeng Wang Yongbin Li ALM 33 11 0 17 Mar 2024
m&m's: A Benchmark to Evaluate Tool-Use for multi-step multi-modal Tasks Zixian Ma Weikai Huang Jieyu Zhang Tanmay Gupta Ranjay Krishna 55 18 0 17 Mar 2024