conftrace_

tool selection

17 papers

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Co-occurring keywords

large language model (13587) agent system (324) tool use (107) tool learning (37) task automation (24) retrieval-augmented generation (1592) function calling (41) model context protocol (18) autonomous agent (168) in-context learning (1405)

Papers

UniToolBench: A Benchmark for Tool-Augmented LLMs in Cross-Domain, Universal Task Automation EACL 2026
AutoTool: Efficient Tool Selection for Large Language Model Agents AAAI 2026
MPMA: Preference Manipulation Attack Against Model Context Protocol AAAI 2026
ToolScope: Enhancing LLM Agent Tool Use through Tool Merging and Context-Aware Filtering ACL 2026
Agentic AI for Digital Twin AAAI 2025
MLLM-Tool: A Multimodal Large Language Model for Tool Agent Learning WACV 2025
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios COLING 2025
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling NAACL 2025
Meta-Reasoning Improves Tool Use in Large Language Models NAACL 2025
Taxonomy of Comprehensive Safety for Clinical Agents EMNLP 2025
PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models EMNLP 2025
Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall EMNLP 2025
Tool Preferences in Agentic LLMs are Unreliable EMNLP 2025
Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector EMNLP 2024
TaskBench: Benchmarking Large Language Models for Task Automation NIPS 2024
Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option EMNLP 2024
Learning to Use Tools via Cooperative and Interactive Agents EMNLP 2024