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

Towards Tool Use Alignment of Large Language Models EMNLP 2024
An Evaluation Mechanism of LLM-based Agents on Manipulating APIs EMNLP 2024
Tools Fail: Detecting Silent Errors in Faulty Tools EMNLP 2024
PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion ACL 2024
Towards Uncertainty-Aware Language Agent ACL 2024
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs ACL 2024
HoneyComb: A Flexible LLM-Based Agent System for Materials Science EMNLP 2024
TOOLVERIFIER: Generalization to New Tools via Self-Verification EMNLP 2024
Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector EMNLP 2024
AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction EMNLP 2024
Small LLMs Are Weak Tool Learners: A Multi-LLM Agent EMNLP 2024
ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback EMNLP 2024
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems EMNLP 2024
Athena: Safe Autonomous Agents with Verbal Contrastive Learning EMNLP 2024
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks EMNLP 2024
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent EMNLP 2024
Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use ACL 2024
CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges ACL 2024
AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning ACL 2024
ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models EMNLP 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings NIPS 2023
ToolQA: A Dataset for LLM Question Answering with External Tools NIPS 2023
Toolformer: Language Models Can Teach Themselves to Use Tools NIPS 2023
Towards large language model-based personal agents in the enterprise: Current trends and open problems EMNLP 2023
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models NIPS 2023