conftrace_

tool use

107 papers

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Co-occurring keywords

large language model (13587) agent system (324) autonomous agent (168) benchmark evaluation (1556) language model (4599) llm agent (162) function calling (41) reinforcement learning (4352) retrieval-augmented generation (1592) external tool (11)

Papers

VisTRA: Visual Tool-use Reasoning Analyzer for Small Object Visual Question Answering ACL 2025
EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents ACL 2025
START: Self-taught Reasoner with Tools 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
Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning ACL 2025
G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data ACL 2025
MT-Mol: Multi Agent System with Tool-based Reasoning for Molecular Optimization EMNLP 2025
SMART: Self-Aware Agent for Tool Overuse Mitigation ACL 2025
Encouraging Good Processes Without the Need for Good Answers: Reinforcement Learning for LLM Agent Planning EMNLP 2025
Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch EMNLP 2025
ChatHuman: Chatting about 3D Humans with Tools CVPR 2025
A Review of Prominent Paradigms for LLM-Based Agents: Tool Use, Planning (Including RAG), and Feedback Learning COLING 2025
ToolReflection: Improving Large Language Models for Real-World API Calls with Self-Generated Data ACL 2025
xLAM: A Family of Large Action Models to Empower AI Agent Systems NAACL 2025
MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with Tools NAACL 2025
Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering NAACL 2025
ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities NAACL 2025
Benchmarking Failures in Tool-Augmented Language Models NAACL 2025
ToolVQA: A Dataset for Multi-step Reasoning VQA with External Tools ICCV 2025
DWIM: Towards Tool-aware Visual Reasoning via Discrepancy-aware Workflow Generation & Instruct-Masking Tuning ICCV 2025
Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges IJCNLP 2025
CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System ACL 2025
Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges ACL 2025
DICE-BENCH: Evaluating the Tool-Use Capabilities of Large Language Models in Multi-Round, Multi-Party Dialogues ACL 2025