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Can Tool-augmented Large Language Models be Aware of Incomplete Conditions?

18 June 2024

Papers citing "Can Tool-augmented Large Language Models be Aware of Incomplete Conditions?"

44 / 44 papers shown

Title
VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications Wei He Yueqing Sun Hongyan Hao Xueyuan Hao Zhikang Xia ... X. Su Xiaodong Cai Xunliang Cai Yu Yang Yunke Zhao 114 0 0 30 Sep 2025
DiaTool-DPO: Multi-Turn Direct Preference Optimization for Tool-Augmented Large Language Models S. Jung Donghun Lee Shinbok Lee Gaeun Seo Daniel Lee Byeongil Ko Junrae Cho Kihyun Kim EungGyun Kim M. Shin 267 2 0 02 Apr 2025
InfoQuest: Evaluating Multi-Turn Dialogue Agents for Open-Ended Conversations with Hidden Context Bryan L. M. de Oliveira Luana G. B. Martins Bruno Brandão Luckeciano C. Melo ELM 794 3 0 17 Feb 2025
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 471 5 0 09 Oct 2024
Qwen2 Technical Report An Yang Baosong Yang Binyuan Hui Jian Xu Bowen Yu ... Yuqiong Liu Zeyu Cui Zhenru Zhang Zhifang Guo Zhi-Wei Fan OSLM VLM MU 480 1,604 0 15 Jul 2024
BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs Zhiting Fan Ruizhe Chen Ruiling Xu Zuozhu Liu KELM 222 29 0 14 Jul 2024
WTU-EVAL: A Whether-or-Not Tool Usage Evaluation Benchmark for Large Language Models Kangyun Ning Yisong Su Xueqiang Lv Yuanzhe Zhang Jian Liu Kang Liu Jinan Xu ELM LLMAG 104 6 0 02 Jul 2024
Tools Fail: Detecting Silent Errors in Faulty Tools Jimin Sun So Yeon Min Yingshan Chang Yonatan Bisk 255 14 0 27 Jun 2024
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models Tong Zhang Peixin Qin Yang Deng Chen Huang Wenqiang Lei Junhong Liu Dingnan Jin Hongru Liang Tat-Seng Chua 172 22 0 20 May 2024
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone Marah Abdin Sam Ade Jacobs A. A. Awan J. Aneja Ahmed Hassan Awadallah ... Li Zhang Yi Zhang Yue Zhang Yunan Zhang Xiren Zhou LRM ALM 481 1,817 0 22 Apr 2024
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park RALM 274 304 0 21 Mar 2024
What Are Tools Anyway? A Survey from the Language Model Perspective Zhiruo Wang Zhoujun Cheng Hao Zhu Daniel Fried Graham Neubig 258 46 0 18 Mar 2024
StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Zhicheng Guo Sijie Cheng Hao Wang Shihao Liang Yujia Qin Peng Li Zhiyuan Liu Maosong Sun Yang Liu ELM 345 62 0 12 Mar 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 270 45 0 22 Feb 2024
ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages Junjie Ye Sixian Li Guanyu Li Jessica Fan Songyang Gao Yilong Wu Tao Gui Tao Gui Xuanjing Huang LLMAG 322 46 0 16 Feb 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 163 63 0 30 Jan 2024
RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Junjie Ye Yilong Wu Songyang Gao Jessica Fan Sixian Li Guanyu Li Xiaoran Fan Tao Gui Tao Gui Xuanjing Huang AAML 183 30 0 16 Jan 2024
EASYTOOL: Enhancing LLM-based Agents with Concise Tool InstructionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Siyu Yuan Kaitao Song Jiangjie Chen Xu Tan Yongliang Shen Ren Kan Dongsheng Li Deqing Yang LLMAG 198 103 0 11 Jan 2024
Mistral 7B Albert Q. Jiang Alexandre Sablayrolles A. Mensch Chris Bamford Devendra Singh Chaplot ... Teven Le Scao Thibaut Lavril Thomas Wang Timothée Lacroix William El Sayed MoE LRM 330 2,857 0 10 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 302 247 0 29 Sep 2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIsInternational Conference on Learning Representations (ICLR), 2023 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 500 1,038 0 31 Jul 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 5.3K 14,855 0 18 Jul 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot ArenaNeural Information Processing Systems (NeurIPS), 2023 Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 2.2K 6,246 0 09 Jun 2023
Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions Hui Yang Sifu Yue Yunzhong He RALM 204 247 0 04 Jun 2023
Large Language Models as Tool MakersInternational Conference on Learning Representations (ICLR), 2023 Tianle Cai Xuezhi Wang Tengyu Ma Xinyun Chen Denny Zhou LLMAG 220 249 0 26 May 2023
MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought PromptingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Tatsuro Inaba Hirokazu Kiyomaru Fei Cheng Sadao Kurohashi KELM LRM 222 36 0 26 May 2023
On the Tool Manipulation Capability of Open-source Large Language Models Qiantong Xu Fenglu Hong Yangqiu Song Changran Hu Zheng Chen Jian Zhang LLMAG 196 94 0 25 May 2023
Gorilla: Large Language Model Connected with Massive APIsNeural Information Processing Systems (NeurIPS), 2023 Shishir G. Patil Tianjun Zhang Xin Wang Joseph E. Gonzalez ELM CLL ALM SyDa 336 817 0 24 May 2023
Selectively Answering Ambiguous QuestionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jeremy R. Cole Michael J.Q. Zhang D. Gillick Julian Martin Eisenschlos Bhuwan Dhingra Jacob Eisenstein UQLM 381 46 0 24 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive CritiquingInternational Conference on Learning Representations (ICLR), 2023 Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Nan Duan Weizhu Chen KELM LRM 337 550 0 19 May 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool EmbeddingsNeural Information Processing Systems (NeurIPS), 2023 Shibo Hao Tianyang Liu Zhen Wang Zhiting Hu RALM LLMAG 369 230 0 19 May 2023
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Minghao Li Yingxiu Zhao Yu Bowen Feifan Song Hangyu Li Haiyang Yu Zhoujun Li Fei Huang Yongbin Li ELM RALM CLL 205 274 0 14 Apr 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 3.4K 20,007 0 15 Mar 2023
Toolformer: Language Models Can Teach Themselves to Use ToolsNeural Information Processing Systems (NeurIPS), 2023 Timo Schick Jane Dwivedi-Yu Roberto Dessì Roberta Raileanu Maria Lomeli Luke Zettlemoyer Nicola Cancedda Thomas Scialom SyDa RALM 373 2,495 0 09 Feb 2023
Large Language Models are Better Reasoners with Self-VerificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yixuan Weng Minjun Zhu Fei Xia Bin Li Shizhu He Shengping Liu Bin Sun Kang Liu Jun Zhao ReLM LRM 360 300 0 19 Dec 2022
ReAct: Synergizing Reasoning and Acting in Language ModelsInternational Conference on Learning Representations (ICLR), 2022 Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 1.5K 4,819 0 06 Oct 2022
Decomposed Prompting: A Modular Approach for Solving Complex TasksInternational Conference on Learning Representations (ICLR), 2022 Tushar Khot H. Trivedi Matthew Finlayson Yao Fu Kyle Richardson Peter Clark Ashish Sabharwal ReLM LRM 437 572 0 05 Oct 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language ModelsNeural Information Processing Systems (NeurIPS), 2022 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 2.1K 13,906 0 28 Jan 2022
SimCSE: Simple Contrastive Learning of Sentence EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 677 3,927 0 18 Apr 2021
Selective Question Answering under Domain Shift Amita Kamath Robin Jia Abigail Z. Jacobs OOD 206 239 0 16 Jun 2020
Language Models are Few-Shot LearnersNeural Information Processing Systems (NeurIPS), 2020 Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 1.9K 51,003 0 28 May 2020
AmbigQA: Answering Ambiguous Open-domain Questions Sewon Min Julian Michael Hannaneh Hajishirzi Luke Zettlemoyer 289 389 0 22 Apr 2020
"None of the Above":Measure Uncertainty in Dialog Response RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Yulan Feng Shikib Mehri M. Eskénazi Tiancheng Zhao 152 10 0 04 Apr 2020
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 324 2,128 0 31 Mar 2017