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

Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates EMNLP 2025
TelAgentBench: A Multi-faceted Benchmark for Evaluating LLM-based Agents in Telecommunications EMNLP 2025
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use EMNLP 2025
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges EMNLP 2025
How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench EMNLP 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
MT-Mol: Multi Agent System with Tool-based Reasoning for Molecular Optimization EMNLP 2025
ChatHuman: Chatting about 3D Humans with Tools CVPR 2025
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model ACL 2025
EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents ACL 2025
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ACL 2025
TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents EMNLP 2025
Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges AACL 2025
AGILE: A Novel Reinforcement Learning Framework of LLM Agents NIPS 2024
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios ACL 2024
RecMind: Large Language Model Powered Agent For Recommendation NAACL 2024
Equipping Language Models with Tool Use Capability for Tabular Data Analysis in Finance EACL 2024
Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs EMNLP 2024
Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees NIPS 2024
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments EMNLP 2024
ReDel: A Toolkit for LLM-Powered Recursive Multi-Agent Systems EMNLP 2024
FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking EMNLP 2024
GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing NIPS 2024
GTA: A Benchmark for General Tool Agents NIPS 2024