TALM: Tool Augmented Language Models

24 May 2022

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Papers citing "TALM: Tool Augmented Language Models"

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Title
Feedback Descent: Open-Ended Text Optimization via Pairwise Comparison Yoonho Lee Joseph Boen Chelsea Finn 147 1 0 11 Nov 2025
Soft Instruction De-escalation Defense Nils Philipp Walter Chawin Sitawarin Jamie Hayes David Stutz Ilia Shumailov AAML 120 0 0 24 Oct 2025
Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents Yihong Tang Kehai Chen Liang Yue Jinxin Fan Caishen Zhou ... Kaiyang Guo Xingshan Zeng Wenjing Cun L. Shang Min Zhang LLMAG 138 0 0 20 Oct 2025
Efficient numeracy in language models through single-token number embeddings Linus Kreitner Paul Hager Jonathan Mengedoht Georgios Kaissis Daniel Rueckert Martin Menten 76 0 0 08 Oct 2025
Cross-Modal Attention Guided Unlearning in Vision-Language Models Karuna Bhaila Aneesh Komanduri Minh-Hao Van Xintao Wu MU 169 0 0 08 Oct 2025
Generalizable End-to-End Tool-Use RL with Synthetic CodeGym Weihua Du Hailei Gong Zhan Ling Kang Liu Lingfeng Shen Xuesong Yao Yufei Xu Dingyuan Shi Yiming Yang Jiecao Chen LLMAG SyDa 121 4 0 22 Sep 2025
Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Bohao Tang Yan Ma Fei Zhang Jiadi Su Ethan Chern Zhulin Hu Zhixin Wang Pengfei Liu Ya Zhang LRM 110 0 0 11 Sep 2025
Code2MCP: Transforming Code Repositories into MCP Services Chaoqian Ouyang Ling Yue Shimin Di Libin Zheng Linan Yue Shaowu Pan Jian Yin Xiaoshi Zhong 95 0 0 07 Sep 2025
Hell or High Water: Evaluating Agentic Recovery from External Failures Andrew Wang Sophia Hager Adi Asija Daniel Khashabi Nicholas Andrews LLMAG AIFin 133 0 0 14 Aug 2025
DySK-Attn: A Framework for Efficient, Real-Time Knowledge Updating in Large Language Models via Dynamic Sparse Knowledge Attention Kabir Khan Priya Sharma Arjun Mehta Neha Gupta Ravi Narayanan KELM 152 1 0 10 Aug 2025
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Yan Jiang Hao Zhou LiZhong GU Ai Han TianLong Li 144 0 0 24 Jun 2025
Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning Ziniu Zhang Ruiqi Wang Hongming Guo Penghao Wu Yuhao Dong Xiuying Wang Jingkang Yang Hao Zhang Hongyuan Zhu Ziwei Liu RALM LRM 208 15 0 16 Jun 2025
Retrieval-Augmented Generation for Service Discovery: Chunking Strategies and Benchmarking Robin D. Pesl Jerin G. Mathew Massimo Mecella Marco Aiello 210 2 0 25 May 2025
Structured Thinking Matters: Improving LLMs Generalization in Causal Inference Tasks Wentao Sun Joao Paulo Nogueira Alonso Silva CML LRM 214 0 0 23 May 2025
MCP-RADAR: A Multi-Dimensional Benchmark for Evaluating Tool Use Capabilities in Large Language Models Xuanqi Gao Siyi Xie Juan Zhai Shqing Ma Chao Shen ELM 401 25 0 22 May 2025
TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers Aiyao He Sijia Cui Shuai Xu Yanna Wang Bo Xu 281 0 0 13 May 2025
A Desideratum for Conversational Agents: Capabilities, Challenges, and Future Directions Emre Can Acikgoz Cheng Qian Hongru Wang Vardhan Dongre Xiusi Chen Heng Ji Dilek Hakkani-Tur Gokhan Tur LM&Ro ELM 510 4 0 07 Apr 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 284 10 0 22 Mar 2025
Don't lie to your friends: Learning what you know from collaborative self-play Jacob Eisenstein Reza Aghajani Adam Fisch Dheeru Dua Fantine Huot Mirella Lapata Vicky Zayats Jonathan Berant 372 5 0 18 Mar 2025
Bridging Language Models and Financial Analysis Alejandro Lopez-Lira Jihoon Kwon Sangwoon Yoon Jy-yong Sohn Chanyeol Choi AIFin 259 3 0 14 Mar 2025
Digital Player: Evaluating Large Language Models based Human-like Agent in Games Jinqiao Wang Kai Wang Shaojie Lin Runze Wu Bihan Xu ... Zhipeng Hu Z. Fan Le Li Tangjie Lyu Changjie Fan LLMAG ELM AI4CE 316 3 0 28 Feb 2025
KIMAs: A Configurable Knowledge Integrated Multi-Agent System Zitao Li Fei Wei Yuexiang Xie Dawei Gao Weirui Kuang Zhijian Ma Bingchen Qian Yaliang Li Bolin Ding 363 1 0 13 Feb 2025
Mathematical Language Models: A Survey Wen Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 544 21 0 03 Jan 2025
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web Hiroki Furuta Yutaka Matsuo Aleksandra Faust Izzeddin Gur CLL 567 19 0 03 Jan 2025
AI Agent for Education: von Neumann Multi-Agent System Framework Yuan-Hao Jiang Ruijia Li Yizhou Zhou Changyong Qi Hanglei Hu Yuang Wei Bo Jiang Yonghe Wu LLMAG 375 15 0 03 Jan 2025
CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers Dimitrios Mallis Ahmet Serdar Karadeniz Sebastian Cavada Danila Rukhovich Niki Maria Foteinopoulou K. Cherenkova Anis Kacem Djamila Aouada 559 15 0 18 Dec 2024
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... Lin Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 410 49 0 04 Dec 2024
LLM Augmentations to support Analytical Reasoning over Multiple DocumentsBigData Congress [Services Society] (BSS), 2024 Raquib Bin Yousuf Nicholas Defelice Mandar Sharma Shengzhe Xu Naren Ramakrishnan 294 3 0 25 Nov 2024
Improving Small-Scale Large Language Models Function Calling for Reasoning Tasks Graziano A. Manduzio Federico A. Galatolo M. G. Cimino Enzo Pasquale Scilingo Lorenzo Cominelli LRM 130 7 0 24 Oct 2024
ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise Xingang Guo Darioush Keivan U. Syed Lianhui Qin Huan Zhang Geir Dullerud Peter M. Seiler Bin Hu 159 18 0 17 Oct 2024
AutoFeedback: An LLM-based Framework for Efficient and Accurate API Request Generation Huanxi Liu Jiaqi Liao Dawei Feng Kele Xu Huaimin Wang 827 5 0 09 Oct 2024
Learning Evolving Tools for Large Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Guoxin Chen Zhong Zhang Xin Cong Fangda Guo Yesai Wu Yankai Lin Wenzheng Feng Yasheng Wang KELM 521 5 0 09 Oct 2024
SysBench: Can Large Language Models Follow System Messages? Yanzhao Qin Tao Zhang Tao Zhang Yanjun Shen Wenjing Luo ... Yujing Qiao Weipeng Chen Guosheng Dong Wentao Zhang Bin Cui ALM 365 16 0 20 Aug 2024
Operationalizing Contextual Integrity in Privacy-Conscious Assistants Sahra Ghalebikesabi Eugene Bagdasaryan Ren Yi Itay Yona Ilia Shumailov ... Robert Stanforth Leonard Berrada Pushmeet Kohli Po-Sen Huang Borja Balle 287 25 0 05 Aug 2024
ExoViP: Step-by-step Verification and Exploration with Exoskeleton Modules for Compositional Visual Reasoning Yanjie Wang Alan Yuille Zhuowan Li Zilong Zheng LRM 292 6 0 05 Aug 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task GenerationKnowledge Discovery and Data Mining (KDD), 2024 Mengkang Hu Yixiao Wang Can Xu Lingfeng Sun Chensheng Peng T. Hannagan Nicola Poerio Saravan Rajmohan LM&Ro LLMAG 584 37 0 01 Aug 2024
MindSearch: Mimicking Human Minds Elicits Deep AI SearcherInternational Conference on Learning Representations (ICLR), 2024 Zehui Chen Kuikun Liu Qiuchen Wang Jiangning Liu Wenwei Zhang Kai Chen Feng Zhao LLMAG 355 44 0 29 Jul 2024
Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation Biqing Qi Kaiyan Zhang Kai Tian Haoxiang Li Zhang-Ren Chen Sihang Zeng Ermo Hua Hu Jinfang Bowen Zhou LM&MA 360 30 0 12 Jul 2024
Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning Eric Pasewark Kyle Montgomery Kefei Duan Dawn Song Chenguang Wang LRM CLL ReLM 170 2 0 05 Jul 2024
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks Ibrahim Abdelaziz Kinjal Basu Mayank Agarwal Yara Rizk Matthew Stallone ... Merve Unuvar David D. Cox Salim Roukos Luis A. Lastras Pavan Kapanipathi LLMAG 210 41 0 27 Jun 2024
Building Understandable Messaging for Policy and Evidence Review (BUMPER) with AI Katherine A. Rosenfeld Maike Sonnewald Sonia J. Jindal Kevin A. McCarthy Joshua L. Proctor 184 1 0 27 Jun 2024
Generative AI Systems: A Systems-based Perspective on Generative AI Jakub M. Tomczak 216 1 0 25 Jun 2024
Automatic benchmarking of large multimodal models via iterative experiment programming Alessandro Conti Enrico Fini Paolo Rota Yiming Wang Goran Frehse Elisa Ricci 226 1 0 18 Jun 2024
KAOS: Large Model Multi-Agent Operating System Zhao Zhuo Rongzhen Li Kai Liu Huhai Zou KaiMao Li Jie Yu Tianhao Sun Qingbo Wu VLM LLMAG 281 4 0 17 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 186 5 0 05 Jun 2024
Teams of LLM Agents can Exploit Zero-Day Vulnerabilities Richard Fang Antony Kellermann Akul Gupta Qiusi Zhan Richard Fang R. Bindu Daniel Kang LLMAG 306 67 0 02 Jun 2024
Quriosity: Analyzing Human Questioning Behavior and Causal Inquiry through Curiosity-Driven Queries Roberto Ceraolo Dmitrii Kharlapenko Amélie Reymond Amélie Reymond Punya Syon Pandey Bernhard Schölkopf Zhijing Jin Mrinmaya Sachan Zhijing Jin CML 495 4 0 30 May 2024
A Human-Like Reasoning Framework for Multi-Phases Planning Task with Large Language Models Chengxing Xie Difan Zou LRM LLMAG 194 11 0 28 May 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang D. Yin Jun Xu Jirong Wen LLMAG 288 204 0 28 May 2024
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis ModelsNeural Information Processing Systems (NeurIPS), 2024 Kun Zhou Beichen Zhang Jiapeng Wang Zhipeng Chen Wayne Xin Zhao Jing Sha Zhichao Sheng Shijin Wang Ji-Rong Wen SyDa LRM 296 47 0 23 May 2024