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agent system

335 papers

Papers

Hidden in Plain Text: Emergence & Mitigation of Steganographic Collusion in LLMs IJCNLP 2025 How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond ACL 2025 Human-Centric Foundation Models: Perception, Generation and Agentic Modeling IJCAI 2025 Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents NAACL 2025 ImProver: Agent-Based Automated Proof Optimization ICLR 2025 Inefficiencies of Meta Agents for Agent Design EMNLP 2025 Infer Human’s Intentions Before Following Natural Language Instructions AAAI 2025 Inherent and emergent liability issues in LLM-based agentic systems: a principal-agent perspective ACL 2025 JARVIS-VLA: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse ACL 2025 Journalism-Guided Agentic In-context Learning for News Stance Detection EMNLP 2025 LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents EMNLP 2025 LAW: Legal Agentic Workflows for Custody and Fund Services Contracts COLING 2025 Learning on the Go: A Meta-learning Object Navigation Model ICCV 2025 Learning to Ask: When LLM Agents Meet Unclear Instruction EMNLP 2025 Learning to Contextualize Web Pages for Enhanced Decision Making by LLM Agents ICLR 2025 LLM Agents Making Agent Tools ACL 2025 LocAgent: Graph-Guided LLM Agents for Code Localization ACL 2025 MaestroMotif: Skill Design from Artificial Intelligence Feedback ICLR 2025 Magma: A Foundation Model for Multimodal AI Agents CVPR 2025 MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models EMNLP 2025 Measuring temporal effects of agent knowledge by date-controlled tool use ACL 2025 MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents ACL 2025 MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation ACL 2025 Mixture-of-Personas Language Models for Population Simulation ACL 2025 Moral Alignment for LLM Agents ICLR 2025