tool use

AgentSquare: Automatic LLM Agent Search in Modular Design Space ICLR 2025 Agent vs. Agent: Automated Data Generation and Red-Teaming for Custom Agentic Workflows EMNLP 2025 An Intelligent Agentic System for Complex Image Restoration Problems ICLR 2025 A Review of Prominent Paradigms for LLM-Based Agents: Tool Use, Planning (Including RAG), and Feedback Learning COLING 2025 Automated Design of Agentic Systems ICLR 2025 Benchmarking Failures in Tool-Augmented Language Models NAACL 2025 Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning ACL 2025 Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model ACL 2025 Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression ICML 2025 ChatHuman: Chatting about 3D Humans with Tools CVPR 2025 CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System ACL 2025 DICE-BENCH: Evaluating the Tool-Use Capabilities of Large Language Models in Multi-Round, Multi-Party Dialogues ACL 2025 DWIM: Towards Tool-aware Visual Reasoning via Discrepancy-aware Workflow Generation & Instruct-Masking Tuning ICCV 2025 EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction NAACL 2025 Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering NAACL 2025 Efficient Tool Use with Chain-of-Abstraction Reasoning COLING 2025 Encouraging Good Processes Without the Need for Good Answers: Reinforcement Learning for LLM Agent Planning EMNLP 2025 EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents ACL 2025 G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data SemEval 2025 How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench EMNLP 2025 Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates EMNLP 2025 iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use EMNLP 2025 KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ACL 2025 LLM Agents Making Agent Tools ACL 2025 Measuring temporal effects of agent knowledge by date-controlled tool use ACL 2025