Agent Systems

TinyAgent: Function Calling at the Edge EMNLP 2024 ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search ICLR 2024 Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model NAACL 2024 ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs ICLR 2024 ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback EMNLP 2024 Tools Fail: Detecting Silent Errors in Faulty Tools EMNLP 2024 ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages ACL 2024 ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving ICLR 2024 Towards a Resilient Intelligent Automation System IJCAI 2024 Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing NeurIPS 2024 Towards Epistemic-Doxastic Planning with Observation and Revision AAAI 2024 Towards Explainable Computerized Adaptive Testing with Large Language Model EMNLP 2024 Towards Fairness in Online Service with K Servers and Its Application on Fair Food Delivery AAAI 2024 Towards Learning a Generalist Model for Embodied Navigation CVPR 2024 Towards Objectively Benchmarking Social Intelligence of Language Agents at the Action Level ACL 2024 Towards Running Time Analysis of Interactive Multi-Objective Evolutionary Algorithms AAAI 2024 Towards the Transferability of Rewards Recovered via Regularized Inverse Reinforcement Learning NeurIPS 2024 Towards Uncertainty-Aware Language Agent ACL 2024 TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems EMNLP 2024 TraveLER: A Modular Multi-LMM Agent Framework for Video Question-Answering EMNLP 2024 TravelPlanner: A Benchmark for Real-World Planning with Language Agents ICML 2024 Tree-Planner: Efficient Close-loop Task Planning with Large Language Models ICLR 2024 Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering EMNLP 2024 TriageAgent: Towards Better Multi-Agents Collaborations for Large Language Model-Based Clinical Triage EMNLP 2024 Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents ACL 2024