v1v2 (latest)

Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval

3 August 2024

Yanfei Chen

Jinsung Yoon

Devendra Singh Sachan

Qingze Wang

Vincent Cohen-Addad

M. Bateni

Chen-Yu Lee

Tomas Pfister

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Papers citing "Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval"

27 / 27 papers shown

Title
ToolGen: Unified Tool Retrieval and Calling via Generation Renxi Wang Xudong Han Lei Ji Shu Wang Timothy Baldwin Haonan Li LLMAG 92 9 0 04 Oct 2024
Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents Cheng Qian Bingxiang He Zhuang Zhong Jia Deng Yujia Qin ... Zhong Zhang Jie Zhou Yankai Lin Zhiyuan Liu Maosong Sun 65 34 0 14 Feb 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 70 62 0 11 Jan 2024
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 82 38 0 19 Nov 2023
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting Fanghua Ye Meng Fang Shenghui Li Emine Yilmaz KELM 112 50 0 15 Oct 2023
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use Yue Huang Jiawen Shi Yuan Li Chenrui Fan Siyuan Wu ... Yixin Liu Pan Zhou Yao Wan Neil Zhenqiang Gong Lichao Sun LLMAG 72 92 0 04 Oct 2023
Context Aware Query Rewriting for Text Rankers using LLM Abhijit Anand Venktesh V Vinay Setty Avishek Anand 67 17 0 31 Aug 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 71 41 0 27 Aug 2023
Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval Guangyuan Ma Xing Wu Peng Wang Zijia Lin Songlin Hu RALM 66 10 0 16 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 171 692 0 31 Jul 2023
Lost in the Middle: How Language Models Use Long Contexts Nelson F. Liu Kevin Lin John Hewitt Ashwin Paranjape Michele Bevilacqua Fabio Petroni Percy Liang RALM 106 1,600 0 06 Jul 2023
ToolQA: A Dataset for LLM Question Answering with External Tools Yuchen Zhuang Yue Yu Kuan-Chieh Wang Haotian Sun Chao Zhang ELM LLMAG 70 241 0 23 Jun 2023
ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases Qiaoyu Tang Ziliang Deng Hongyu Lin Xianpei Han Qiao Liang Boxi Cao Le Sun CLL SyDa 118 200 0 08 Jun 2023
Large Language Models as Tool Makers Tianle Cai Xuezhi Wang Tengyu Ma Xinyun Chen Denny Zhou LLMAG 85 208 0 26 May 2023
Gorilla: Large Language Model Connected with Massive APIs Shishir G. Patil Tianjun Zhang Xin Wang Joseph E. Gonzalez ELM CLL ALM SyDa 84 556 0 24 May 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings Shibo Hao Tianyang Liu Zhen Wang Zhiting Hu RALM LLMAG 124 180 0 19 May 2023
Large Language Models are Strong Zero-Shot Retriever Tao Shen Guodong Long Xiubo Geng Chongyang Tao Dinesh Manocha Daxin Jiang RALM KELM 86 36 0 27 Apr 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 90 163 0 14 Apr 2023
AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models Wanjun Zhong Ruixiang Cui Yiduo Guo Yaobo Liang Shuai Lu Yanlin Wang Amin Saied Weizhu Chen Nan Duan ALM ELM 97 536 0 13 Apr 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.5K 13,247 0 27 Feb 2023
Toolformer: Language Models Can Teach Themselves to Use Tools Timo Schick Jane Dwivedi-Yu Roberto Dessì Roberta Raileanu Maria Lomeli Luke Zettlemoyer Nicola Cancedda Thomas Scialom SyDa RALM 149 1,755 0 09 Feb 2023
Precise Zero-Shot Dense Retrieval without Relevance Labels Luyu Gao Xueguang Ma Jimmy J. Lin Jamie Callan RALM 89 331 0 20 Dec 2022
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 429 2,876 0 06 Oct 2022
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 206 3,750 0 03 Sep 2021
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Patrick Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel RALM 109 234 0 13 Feb 2021
Synthetic QA Corpora Generation with Roundtrip Consistency Chris Alberti D. Andor Emily Pitler Jacob Devlin Michael Collins SyDa 70 249 0 12 Jun 2019
Document Expansion by Query Prediction Rodrigo Nogueira Wei Yang Jimmy J. Lin Kyunghyun Cho 114 415 0 17 Apr 2019