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
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents Ke Yang Jiateng Liu John Wu Chaoqi Yang Yi Ren Fung ... Xu Cao Xingyao Wang Yiquan Wang Heng Ji Chengxiang Zhai LLMAG ELM 18 67 0 01 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 17 4 0 28 Dec 2023
Rethinking Tabular Data Understanding with Large Language Models Tianyang Liu Fei Wang Muhao Chen ReLM LMTD LRM 21 12 0 27 Dec 2023
T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step Zehui Chen Weihua Du Wenwei Zhang Kuikun Liu Jiangning Liu ... Jingming Zhuo Songyang Zhang Dahua Lin Kai-xiang Chen Feng Zhao LLMAG ELM 27 24 0 21 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 12 21 0 18 Dec 2023
A Survey of Reasoning with Foundation Models Jiankai Sun Chuanyang Zheng E. Xie Zhengying Liu Ruihang Chu ... Xipeng Qiu Yi-Chen Guo Hui Xiong Qun Liu Zhenguo Li ReLM LRM AI4CE 16 74 0 17 Dec 2023
Dynamic Retrieval-Augmented Generation Anton Shapkin Denis Litvinov Yaroslav Zharov Egor Bogomolov Timur Galimzyanov T. Bryksin SyDa RALM 14 1 0 14 Dec 2023
Language Models, Agent Models, and World Models: The LAW for Machine Reasoning and Planning Zhiting Hu Tianmin Shu LLMAG LM&Ro LRM 99 34 0 08 Dec 2023
Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use Yuhan Chen Ang Lv Ting-En Lin C. Chen Yuchuan Wu Fei Huang Yongbin Li Rui Yan 13 24 0 07 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
ToolTalk: Evaluating Tool-Usage in a Conversational Setting Nicholas Farn Richard Shin LLMAG ELM 16 14 0 15 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 123 20 0 26 Oct 2023
PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization Xinyuan Wang Chenxi Li Zhen Wang Fan Bai Haotian Luo Jiayou Zhang Nebojsa Jojic Eric P. Xing Zhiting Hu 17 98 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 21 52 0 20 Oct 2023
MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models Deepak Nathani David Wang Liangming Pan W. Wang KELM LRM ReLM 12 10 0 19 Oct 2023
A Comprehensive Evaluation of Tool-Assisted Generation Strategies Alon Jacovi Avi Caciularu Jonathan Herzig Roee Aharoni Bernd Bohnet Mor Geva ELM 16 6 0 16 Oct 2023
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogue Hongru Wang Minda Hu Yang Deng Rui Wang Fei Mi Weichao Wang Yasheng Wang Wai-Chung Kwan Irwin King Kam-Fai Wong RALM 36 8 0 13 Oct 2023
Towards Robust Multi-Modal Reasoning via Model Selection Xiangyan Liu Rongxue Li Wei Ji Tao Lin LLMAG LRM 16 3 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 27 4 0 10 Oct 2023
Lemur: Harmonizing Natural Language and Code for Language Agents Yiheng Xu Hongjin Su Chen Xing Boyu Mi Qian Liu ... Siheng Zhao Lingpeng Kong Bailin Wang Caiming Xiong Tao Yu 16 67 0 10 Oct 2023
Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena Jiangjie Chen Siyu Yuan Rong Ye Bodhisattwa Prasad Majumder Kyle Richardson LLMAG ELM 25 46 0 09 Oct 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 11 56 0 29 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 10 148 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 120 137 0 19 Sep 2023
Data-Juicer: A One-Stop Data Processing System for Large Language Models Daoyuan Chen Yilun Huang Zhijian Ma Hesen Chen Xuchen Pan ... Zhaoyang Liu Jinyang Gao Yaliang Li Bolin Ding Jingren Zhou SyDa VLM 10 29 0 05 Sep 2023
Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum Shen Gao Zhengliang Shi Minghang Zhu Bowen Fang Xin Xin Pengjie Ren Zhumin Chen Jun Ma Zhaochun Ren LLMAG CLL 16 35 0 27 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 11 8 0 24 Aug 2023
KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases Xintao Wang Qian Yang Yongting Qiu Jiaqing Liang Qi He Zhouhong Gu Yanghua Xiao W. Wang KELM RALM 29 24 0 17 Aug 2023
TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage Jingqing Ruan Yihong Chen Bin Zhang Zhiwei Xu Tianpeng Bao ... Shiwei Shi Hangyu Mao Ziyue Li Xingyu Zeng Rui Zhao LLMAG LM&Ro 31 31 0 07 Aug 2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs Yujia Qin Shi Liang Yining Ye Kunlun Zhu Lan Yan ... Jie Zhou Mark B. Gerstein Dahai Li Zhiyuan Liu Maosong Sun CLL ALM LLMAG ELM LM&MA 14 608 0 31 Jul 2023
GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution Yining Lu Haoping Yu Daniel Khashabi LLMAG 25 9 0 17 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Saeed Mian OffRL 30 499 0 12 Jul 2023
Insert-expansions for Tool-enabled Conversational Agents Andreas Göldi Roman Rietsche KELM 13 1 0 04 Jul 2023
Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow Wenqi Zhang Yongliang Shen Weiming Lu Y. Zhuang LLMAG 18 50 0 12 Jun 2023
Mind2Web: Towards a Generalist Agent for the Web Xiang Deng Yu Gu Boyuan Zheng Shijie Chen Samuel Stevens Boshi Wang Huan Sun Yu-Chuan Su LLMAG 17 393 0 09 Jun 2023
Prompt Injection attack against LLM-integrated Applications Yi Liu Gelei Deng Yuekang Li Kailong Wang Zihao Wang ... Tianwei Zhang Yepang Liu Haoyu Wang Yanhong Zheng Yang Liu SILM 10 310 0 08 Jun 2023
Reasoning with Language Model is Planning with World Model Shibo Hao Yi Gu Haodi Ma Joshua Jiahua Hong Zhen Wang D. Wang Zhiting Hu ReLM LRM LLMAG 10 506 0 24 May 2023
ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models Z. Chen Kun Zhou Beichen Zhang Zheng Gong Wayne Xin Zhao Ji-Rong Wen KELM LRM 19 20 0 23 May 2023
Making Language Models Better Tool Learners with Execution Feedback Shuofei Qiao Honghao Gui Chengfei Lv Qianghuai Jia Huajun Chen Ningyu Zhang LLMAG 22 45 0 22 May 2023
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs Minghao Li Yingxiu Zhao Yu Bowen Feifan Song Hangyu Li Haiyang Yu Zhoujun Li Fei Huang Yongbin Li ELM RALM CLL 8 140 0 14 Apr 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 197 2,953 0 22 Mar 2023
Foundation Models for Decision Making: Problems, Methods, and Opportunities Sherry Yang Ofir Nachum Yilun Du Jason W. Wei Pieter Abbeel Dale Schuurmans LM&Ro OffRL LRM AI4CE 87 148 0 07 Mar 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 208 2,413 0 06 Oct 2022
ThinkSum: Probabilistic reasoning over sets using large language models Batu Mehmet Ozturkler Nikolay Malkin Zhen Wang Nebojsa Jojic ReLM LRM 34 22 0 04 Oct 2022
ProgPrompt: Generating Situated Robot Task Plans using Large Language Models Ishika Singh Valts Blukis Arsalan Mousavian Ankit Goyal Danfei Xu Jonathan Tremblay D. Fox Jesse Thomason Animesh Garg LM&Ro LLMAG 107 616 0 22 Sep 2022
BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models Shibo Hao Bowen Tan Kaiwen Tang Bin Ni Xiyan Shao Hengzhe Zhang Eric P. Xing Zhiting Hu 24 25 0 28 Jun 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks Xiao Liu Kaixuan Ji Yicheng Fu Weng Lam Tam Zhengxiao Du Zhilin Yang Jie Tang VLM 228 780 0 14 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 275 3,784 0 18 Apr 2021
A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges Bin Fu Yunqi Qiu Chengguang Tang Yang Li Haiyang Yu Jian Sun 145 86 0 26 Jul 2020