TALM: Tool Augmented Language Models

24 May 2022

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Papers citing "TALM: Tool Augmented Language Models"

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Title
CACTUS: Chemistry Agent Connecting Tool-Usage to Science Andrew D. McNaughton Gautham Ramalaxmi Agustin Kruel C. Knutson R. Varikoti Neeraj Kumar 250 26 0 02 May 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 323 168 0 28 Apr 2024
The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions Eric Wallace Kai Y. Xiao R. Leike Lilian Weng Johannes Heidecke Alex Beutel SILM 272 219 0 19 Apr 2024
Training a Vision Language Model as Smartphone Assistant Nicolai Dorka Janusz Marecki Ammar Anwar 169 8 0 12 Apr 2024
Empowering Biomedical Discovery with AI AgentsCell (Cell), 2024 Shanghua Gao Ada Fang Yepeng Huang Valentina Giunchiglia Ayush Noori Jonathan Richard Schwarz Yasha Ektefaie Jovana Kondic Marinka Zitnik LLMAG AI4CE 224 190 0 03 Apr 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 266 23 0 25 Mar 2024
AIOS: LLM Agent Operating System Kai Mei Zelong Li Wujiang Xu Qingfeng Lan Haoyang Ling Zelong Li Shuyuan Xu Ruosong Ye Yingqiang Ge Yongfeng Zhang LLMAG 578 53 0 25 Mar 2024
What Are Tools Anyway? A Survey from the Language Model Perspective Zhiruo Wang Zhoujun Cheng Hao Zhu Daniel Fried Graham Neubig 262 48 0 18 Mar 2024
AutoGuide: Automated Generation and Selection of State-Aware Guidelines for Large Language Model AgentsNeural Information Processing Systems (NeurIPS), 2024 Yao Fu Dong-Ki Kim Jaekyeom Kim Sungryull Sohn Lajanugen Logeswaran Kyunghoon Bae Honglak Lee LLMAG 210 7 0 13 Mar 2024
BAGEL: Bootstrapping Agents by Guiding Exploration with LanguageInternational Conference on Machine Learning (ICML), 2024 Shikhar Murty Christopher D. Manning Peter Shaw Mandar Joshi Kenton Lee LM&Ro LLMAG 274 26 0 12 Mar 2024
LLMs in the Imaginarium: Tool Learning through Simulated Trial and ErrorAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Boshi Wang Hao Fang Jason Eisner Benjamin Van Durme Yu-Chuan Su CLL 170 17 0 07 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 247 6 0 04 Mar 2024
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models Yijia Shao Yucheng Jiang Theodore A. Kanell Peter Xu Omar Khattab Monica S. Lam LLMAG KELM 224 101 0 22 Feb 2024
AgentScope: A Flexible yet Robust Multi-Agent Platform Dawei Gao Zitao Li Xuchen Pan Weirui Kuang Zhijian Ma ... Chen Cheng Hongzhu Shi Yaliang Li Bolin Ding Jingren Zhou LLMAG 213 76 0 21 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 Wanrong Zhu KELM VLM 410 220 0 20 Feb 2024
A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents Lingbo Mo Zeyi Liao Boyuan Zheng Yu-Chuan Su Chaowei Xiao Huan Sun AAML LLMAG 235 23 0 15 Feb 2024
SwissNYF: Tool Grounded LLM Agents for Black Box Setting Somnath Sendhil Kumar Dhruv Jain Eshaan Agarwal Raunak Pandey LLMAG 170 1 0 15 Feb 2024
AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls Yu Du Fangyun Wei Hongyang R. Zhang LLMAG 228 79 0 06 Feb 2024
"Task Success" is not Enough: Investigating the Use of Video-Language Models as Behavior Critics for Catching Undesirable Agent Behaviors L. Guan Yifan Zhou Denis Liu Yantian Zha H. B. Amor Subbarao Kambhampati LM&Ro 207 24 0 06 Feb 2024
InferCept: Efficient Intercept Support for Augmented Large Language Model Inference Reyna Abhyankar Zijian He Vikranth Srivatsa Hao Zhang Yiying Zhang RALM 209 23 0 02 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 202 14 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 197 13 0 31 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 175 64 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 175 1 0 28 Jan 2024
GraphiMind: LLM-centric Interface for Information Graphics Design Qiruin Huang Min Lu J. Lanir Dani Lischinski Daniel Cohen-Or Hui Huang MLLM 156 12 0 24 Jan 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health RecordsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Jieyu Zhang Hang Wu Yuanda Zhu Joyce C. Ho Carl Yang Hang Wu 133 70 0 13 Jan 2024
Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning Yiqi Wang Wentao Chen Xiaotian Han Xudong Lin Haiteng Zhao Yongfei Liu Bohan Zhai Jianbo Yuan Quanzeng You Hongxia Yang LRM 245 143 0 10 Jan 2024
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers Aleksandar Stanić Sergi Caelles Michael Tschannen LRM VLM 254 12 0 03 Jan 2024
Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub Bohan Lyu Xin Cong Heyang Yu Pan Yang Yujia Qin ... Zhong Zhang Shi Yu Y. Lin Zhiyuan Liu Maosong Sun LLMAG 218 5 0 28 Dec 2023
Social Learning: Towards Collaborative Learning with Large Language Models Amirkeivan Mohtashami Florian Hartmann Sian Gooding Lukás Zilka Matt Sharifi Blaise Agüera y Arcas 197 14 0 18 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 242 118 0 07 Dec 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 252 50 0 19 Nov 2023
On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering Linyong Nan Ellen Zhang Weijin Zou Yilun Zhao Wenfei Zhou Arman Cohan LLMAG 231 16 0 16 Nov 2023
ControlLLM: Augment Language Models with Tools by Searching on GraphsEuropean Conference on Computer Vision (ECCV), 2023 Zhaoyang Liu Zeqiang Lai Zhangwei Gao Erfei Cui Ziheng Li ... Lewei Lu Qifeng Chen Yu Qiao Jifeng Dai Wenhai Wang MLLM 325 55 0 26 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 Rossi Somdeb Sarkhel Chao Zhang LLMAG 225 90 0 20 Oct 2023
A Comprehensive Evaluation of Tool-Assisted Generation Strategies Alon Jacovi Avi Caciularu Jonathan Herzig Roee Aharoni Bernd Bohnet Mor Geva ELM 263 10 0 16 Oct 2023
Don't Fine-Tune, Decode: Syntax Error-Free Tool Use via Constrained Decoding Kexun Zhang Hongqiao Chen Lei Li Wenjie Wang 248 7 0 10 Oct 2023
Large Language Models can Learn Rules Zhaocheng Zhu Yuan Xue Xinyun Chen Denny Zhou Jian Tang Dale Schuurmans Hanjun Dai LRM ReLM 265 85 0 10 Oct 2023
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source ModelNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Cheng Qian Chenyan Xiong Zhenghao Liu Zhiyuan Liu LRM 168 27 0 08 Oct 2023
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingInternational Conference on Learning Representations (ICLR), 2023 Zhibin Gou Zhihong Shao Yeyun Gong Haoran Pan Yujiu Yang Shiyu Huang Nan Duan Weizhu Chen LRM AI4CE LLMAG 323 249 0 29 Sep 2023
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets Lifan Yuan Yangyi Chen Xingyao Wang Yi R. Fung Yuan Yao Heng Ji LLMAG KELM 336 98 0 29 Sep 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and FutureAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming-Yuan Liu Bing Qin Ting Liu LRM AI4CE 415 215 0 27 Sep 2023
An In-depth Survey of Large Language Model-based Artificial Intelligence Agents Pengyu Zhao Zijian Jin Ning Cheng LLMAG 165 34 0 23 Sep 2023
LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an AgentIEEE International Conference on Robotics and Automation (ICRA), 2023 Jianing Yang Xuweiyi Chen Shengyi Qian Nikhil Madaan Madhavan Iyengar David Fouhey Joyce Chai LM&Ro LLMAG 338 140 0 21 Sep 2023
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language FeedbackInternational Conference on Learning Representations (ICLR), 2023 Xingyao Wang Zihan Wang Jiateng Liu Yangyi Chen Lifan Yuan Hao Peng Heng Ji LRM 409 244 0 19 Sep 2023
PDFTriage: Question Answering over Long, Structured DocumentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jon Saad-Falcon Joe Barrow Alexa F. Siu A. Nenkova David Seunghyun Yoon Ryan Rossi Franck Dernoncourt RALM 175 27 0 16 Sep 2023
Incremental Learning of Humanoid Robot Behavior from Natural Interaction and Large Language Models Leonard Barmann Rainer Kartmann Fabian Peller-Konrad Jan Niehues Alexander H. Waibel Tamim Asfour LM&Ro 341 31 0 08 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas Griffiths LLMAG LM&Ro 551 267 0 05 Sep 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 249 49 0 07 Aug 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 248 58 0 01 Aug 2023