tool usage

ACEBench: A Comprehensive Evaluation of LLM Tool Usage EMNLP 2025 Adapting While Learning: Grounding LLMs for Scientific Problems with Tool Usage Adaptation ICML 2025 Diverse Multi-tool Aggregation with Large Language Models for Enhanced Math Reasoning EMNLP 2025 MMAT-1M: A Large Reasoning Dataset for Multimodal Agent Tuning ICCV 2025 Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage ICLR 2025 The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs ACL 2025 TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents EMNLP 2025 Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale ICML 2025 AGILE: A Novel Reinforcement Learning Framework of LLM Agents NeurIPS 2024 AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning NeurIPS 2024 Boosting the Potential of Large Language Models with an Intelligent Information Assistant NeurIPS 2024 CLOVA: A Closed-LOop Visual Assistant with Tool Usage and Update CVPR 2024 Lemur: Harmonizing Natural Language and Code for Language Agents ICLR 2024 TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems EMNLP 2024 GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction NeurIPS 2023 Towards Unified Surgical Skill Assessment CVPR 2021 Hierarchy-aware Learning of Sequential Tool Usage via Semi-automatically Constructed Taxonomies COLING 2020