Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees

Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees

11 June 2024

Weihua Luo

Papers citing "Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees"

12 / 12 papers shown

Title
Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning Pengxiang Li Zhi Gao Bofei Zhang Yapeng Mi Xiaojian Ma ... Tao Yuan Yuwei Wu Yunde Jia Song-Chun Zhu Qing Li LLMAG 65 0 0 30 Apr 2025
OTC: Optimal Tool Calls via Reinforcement Learning Hongru Wang Cheng Qian Wanjun Zhong X. Chen Jiahao Qiu Shijue Huang Bowen Jin Mengdi Wang Kam-Fai Wong Heng Ji OffRL LRM 31 0 0 21 Apr 2025
PEToolLLM: Towards Personalized Tool Learning in Large Language Models Qiancheng Xu Y. Li Heming Xia Fan Liu Min Yang Wenjie Li 57 0 0 26 Feb 2025
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks Ibrahim Abdelaziz Kinjal Basu Mayank Agarwal Sadhana Kumaravel Matthew Stallone ... Merve Unuvar David D. Cox Salim Roukos Luis A. Lastras Pavan Kapanipathi LLMAG 20 11 0 27 Jun 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Jirong Wen LLMAG 23 67 0 28 May 2024
Gemma: Open Models Based on Gemini Research and Technology Gemma Team Gemma Team Thomas Mesnard Cassidy Hardin Robert Dadashi Surya Bhupatiraju ... Armand Joulin Noah Fiedel Evan Senter Alek Andreev Kathleen Kenealy VLM LLMAG 120 415 0 13 Mar 2024
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 73 0 19 Sep 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
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 237 840 0 05 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 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 313 8,261 0 28 Jan 2022
Internet-Augmented Dialogue Generation M. Komeili Kurt Shuster Jason Weston RALM 226 278 0 15 Jul 2021