LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

7 March 2024

Benjamin Van Durme

Papers citing "LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error"

10 / 10 papers shown

Title
CarbonCall: Sustainability-Aware Function Calling for Large Language Models on Edge Devices Varatheepan Paramanayakam Andreas Karatzas Iraklis Anagnostopoulos Dimitrios Stamoulis 34 0 0 29 Apr 2025
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Ji-Rong Wen 55 9 0 10 Oct 2024
Learning Evolving Tools for Large Language Models Guoxin Chen Zhong Zhang Xin Cong Fangda Guo Yesai Wu Yankai Lin Wenzheng Feng Yasheng Wang KELM 52 1 0 09 Oct 2024
LLM With Tools: A Survey Zhuocheng Shen 31 8 0 24 Sep 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 31 77 0 28 May 2024
Almanac Copilot: Towards Autonomous Electronic Health Record Navigation C. Zakka Joseph Cho Gracia Fahed R. Shad Michael Moor ... Vishnu Ravi Oliver Aalami Roxana Daneshjou Akshay Chaudhari W. Hiesinger 19 4 0 30 Apr 2024
Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading Howard Chen Ramakanth Pasunuru Jason Weston Asli Celikyilmaz RALM 68 72 0 08 Oct 2023
Fine-tuned Language Models are Continual Learners Thomas Scialom Tuhin Chakrabarty Smaranda Muresan CLL LRM 134 116 0 24 May 2022
Constrained Language Models Yield Few-Shot Semantic Parsers Richard Shin C. H. Lin Sam Thomson Charles C. Chen Subhro Roy Emmanouil Antonios Platanios Adam Pauls Dan Klein J. Eisner Benjamin Van Durme 290 196 0 18 Apr 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,296 0 17 Jan 2021