ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

19 May 2023

Papers citing "ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings"

50 / 151 papers shown

Title
Can Tool-augmented Large Language Models be Aware of Incomplete Conditions? Seungbin Yang chaeHun Park Taehee Kim Jaegul Choo 41 2 0 18 Jun 2024
Yo'LLaVA: Your Personalized Language and Vision Assistant Thao Nguyen Haotian Liu Yuheng Li Mu Cai Utkarsh Ojha Yong Jae Lee VLM MLLM 30 15 0 13 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 24 8 0 10 Jun 2024
Tool-Planner: Task Planning with Clusters across Multiple Tools Yanming Liu Xinyue Peng Jiannan Cao Jiannan Cao Xuhong Zhang Sheng Cheng Xun Wang Xun Wang Jianwei Yin Tianyu Du LLMAG 21 3 0 06 Jun 2024
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools Avi Caciularu Alon Jacovi Eyal Ben-David Sasha Goldshtein Tal Schuster Jonathan Herzig G. Elidan Amir Globerson LMTD 24 3 0 05 Jun 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
Robustifying Safety-Aligned Large Language Models through Clean Data Curation Xiaoqun Liu Jiacheng Liang Muchao Ye Zhaohan Xi AAML 42 17 0 24 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
Smurfs: Leveraging Multiple Proficiency Agents with Context-Efficiency for Tool Planning Junzhi Chen Juhao Liang Benyou Wang LLMAG 16 2 0 09 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
WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting Olly Styles Sam Miller Patricio Cerda-Mardini T. Guha Victor Sanchez Bertie Vidgen LLMAG 22 3 0 01 May 2024
CRISPR-GPT: An LLM Agent for Automated Design of Gene-Editing Experiments Kaixuan Huang Yuanhao Qu H. Cousins William A. Johnson Di Yin Mihir Shah Denny Zhou R. Altman Mengdi Wang Le Cong LLMAG 27 24 0 27 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 52 36 0 23 Apr 2024
Capabilities of Large Language Models in Control Engineering: A Benchmark Study on GPT-4, Claude 3 Opus, and Gemini 1.0 Ultra Darioush Kevian U. Syed Xing-ming Guo Aaron J. Havens Geir Dullerud Peter M. Seiler Lianhui Qin Bin Hu ELM 25 11 0 04 Apr 2024
On the Importance of Uncertainty in Decision-Making with Large Language Models Nicolò Felicioni Lucas Maystre Sina Ghiassian K. Ciosek LLMAG 21 2 0 03 Apr 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 56 49 0 02 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 21 1 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
An Expert is Worth One Token: Synergizing Multiple Expert LLMs as Generalist via Expert Token Routing Ziwei Chai Guoyin Wang Jing Su Tianjie Zhang Xuanwen Huang ... Jingjing Xu Jianbo Yuan Hongxia Yang Fei Wu Yang Yang 21 5 0 25 Mar 2024
Embodied LLM Agents Learn to Cooperate in Organized Teams Xudong Guo Kaixuan Huang Jiale Liu Wenhui Fan Natalia Vélez Qingyun Wu Huazheng Wang Thomas L. Griffiths Mengdi Wang LM&Ro LLMAG 29 38 0 19 Mar 2024
Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering Yuan Gao Yiheng Zhu Yuanbin Cao Yinzhi Zhou Zhen Wu Yujie Chen Shenglan Wu Haoyuan Hu Xinyu Dai LRM 41 2 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 48 26 0 18 Mar 2024
Semiparametric Token-Sequence Co-Supervision Hyunji Lee Doyoung Kim Jihoon Jun Se June Joo Joel Jang Kyoung-Woon On Minjoon Seo 17 0 0 14 Mar 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
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error Boshi Wang Hao Fang Jason Eisner Benjamin Van Durme Yu-Chuan Su CLL 19 7 0 07 Mar 2024
Learning to Use Tools via Cooperative and Interactive Agents Zhengliang Shi Shen Gao Xiuyi Chen Zhumin Chen Lingyong Yan Haibo Shi Dawei Yin Pengjie Ren Suzan Verberne Zhaochun Ren LLMAG 16 16 0 05 Mar 2024
Online Training of Large Language Models: Learn while chatting Juhao Liang Ziwei Wang Zhuoheng Ma Jianquan Li Zhiyi Zhang Xiangbo Wu Benyou Wang KELM 34 3 0 04 Mar 2024
ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph Xukun Liu Zhiyuan Peng Xiaoyuan Yi Xing Xie Lirong Xiang Yuchen Liu Dongkuan Xu CLL LLMAG 50 12 0 29 Feb 2024
From Summary to Action: Enhancing Large Language Models for Complex Tasks with Open World APIs Yulong Liu Yunlong Yuan Chunwei Wang Jianhua Han Yongqiang Ma Li Zhang Nanning Zheng Hang Xu LLMAG 16 5 0 28 Feb 2024
Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models Anchun Gui Jian Li Yong Dai Nan Du Han Xiao 25 1 0 26 Feb 2024
Budget-Constrained Tool Learning with Planning Yuanhang Zheng Peng Li Mingshi Yan Ji Zhang Fei Huang Yang Janet Liu 19 3 0 25 Feb 2024
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs Kinjal Basu Ibrahim Abdelaziz Subhajit Chaudhury Soham Dan M. Crouse Asim Munawar Sadhana Kumaravel Vinod Muthusamy Pavan Kapanipathi Luis A. Lastras 40 15 0 23 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 12 25 0 22 Feb 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Tianyi Zhou KELM VLM 32 94 0 20 Feb 2024
Enabling Weak LLMs to Judge Response Reliability via Meta Ranking Zijun Liu Boqun Kou Peng Li Ming Yan Ji Zhang Fei Huang Yang Janet Liu 18 2 0 19 Feb 2024
SciAgent: Tool-augmented Language Models for Scientific Reasoning Yubo Ma Zhibin Gou Junheng Hao Ruochen Xu Shuohang Wang ... Yujiu Yang Yixin Cao Aixin Sun Hany Awadalla Weizhu Chen RALM LRM LLMAG 35 1 0 18 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 17 16 0 16 Feb 2024
SwissNYF: Tool Grounded LLM Agents for Black Box Setting Somnath Sendhil Kumar Dhruv Jain Eshaan Agarwal Raunak Pandey LLMAG 25 0 0 15 Feb 2024
AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls Yu Du Fangyun Wei Hongyang R. Zhang LLMAG 24 37 0 06 Feb 2024
Unified Hallucination Detection for Multimodal Large Language Models Xiang Chen Chenxi Wang Yida Xue Ningyu Zhang Xiaoyan Yang Qian Li Yue Shen Lei Liang Jinjie Gu Huajun Chen HILM 17 38 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 26 11 0 02 Feb 2024
Continual Learning for Large Language Models: A Survey Tongtong Wu Linhao Luo Yuan-Fang Li Shirui Pan Thuy-Trang Vu Gholamreza Haffari CLL LRM KELM 16 101 0 02 Feb 2024
Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges and Human-Centered Solutions Pouya Pezeshkpour Eser Kandogan Nikita Bhutani Sajjadur Rahman Tom Mitchell Estevam R. Hruschka LLMAG LRM 20 7 0 02 Feb 2024
Efficient Tool Use with Chain-of-Abstraction Reasoning Silin Gao Jane Dwivedi-Yu Ping Yu X. Tan Ramakanth Pasunuru O. Yu. Golovneva Koustuv Sinha Asli Celikyilmaz Antoine Bosselut Tianlu Wang LRM 13 19 0 30 Jan 2024
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios Shijue Huang Wanjun Zhong Jianqiao Lu Qi Zhu Jiahui Gao ... Yasheng Wang Lifeng Shang Xin Jiang Ruifeng Xu Qun Liu LLMAG 8 9 0 30 Jan 2024
UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems Hongru Wang Wenyu Huang Yang Deng Rui Wang Zezhong Wang Yufei Wang Fei Mi Jeff Z. Pan Kam-Fai Wong RALM 34 26 0 24 Jan 2024
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding Mirac Suzgun Adam Tauman Kalai KELM LRM LLMAG ReLM 27 63 0 23 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 26 15 0 16 Jan 2024
EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction Siyu Yuan Kaitao Song Jiangjie Chen Xu Tan Yongliang Shen Ren Kan Dongsheng Li Deqing Yang LLMAG 13 22 0 11 Jan 2024
On the Prospects of Incorporating Large Language Models (LLMs) in Automated Planning and Scheduling (APS) Vishal Pallagani Kaushik Roy Bharath Muppasani F. Fabiano Andrea Loreggia K. Murugesan Biplav Srivastava F. Rossi L. Horesh Amit P. Sheth 18 35 0 04 Jan 2024