agent system

AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models EMNLP 2024 AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents NeurIPS 2024 AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning NeurIPS 2024 Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants’ API Invocation Capabilities COLING 2024 Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling ACL 2024 Bootstrapping Cognitive Agents with a Large Language Model AAAI 2024 ChatMol Copilot: An Agent for Molecular Modeling and Computation Powered by LLMs ACL 2024 CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation ACL 2024 CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges ACL 2024 CToolEval: A Chinese Benchmark for LLM-Powered Agent Evaluation in Real-World API Interactions ACL 2024 Debug Smarter, Not Harder: AI Agents for Error Resolution in Computational Notebooks EMNLP 2024 Devil’s Advocate: Anticipatory Reflection for LLM Agents EMNLP 2024 DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model CVPR 2024 Discovering Agents (Abstract Reprint) AAAI 2024 DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents NeurIPS 2024 Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents CVPR 2024 EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records EMNLP 2024 Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld CVPR 2024 Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor NeurIPS 2024 GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing NeurIPS 2024 Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering EMNLP 2024 Generating Demonstrations for In-Context Compositional Generalization in Grounded Language Learning EMNLP 2024 Global Reward to Local Rewards: Multimodal-Guided Decomposition for Improving Dialogue Agents EMNLP 2024 Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks EMNLP 2024 GTA: A Benchmark for General Tool Agents NeurIPS 2024