Agent Systems

Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization CVPR 2025 Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub ACL 2025 Enhancing Participatory Development Research in South Asia through LLM Agents System: An Empirically-Grounded Methodological Initiative and Agenda from Field Evidence in Sri Lankan COLING 2025 Enhancing Persuasive Dialogue Agents by Synthesizing Cross‐Disciplinary Communication Strategies EMNLP 2025 Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025 Enhancing Recommendation Explanations through User-Centric Refinement EMNLP 2025 Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance IJCAI 2025 Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation CVPR 2025 EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities ICML 2025 EnigmaToM: Improve LLMs’ Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States ACL 2025 Enter the Mind Palace: Reasoning and Planning for Long-term Active Embodied Question Answering CoRL 2025 EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning ACL 2025 ERFSL: An Efficient Reward Function Searcher via Large Language Models for Custom-Environment Multi-Objective Reinforcement Learning (Student Abstract) AAAI 2025 EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents ACL 2025 Evaluating Conversational Agents with Persona-driven User Simulations based on Large Language Models: A Sales Bot Case Study EMNLP 2025 Evaluating Cultural and Social Awareness of LLM Web Agents NAACL 2025 Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity ACL 2025 Evaluation of Multi-Agent LLMs in Multidisciplinary Team Decision-Making for Challenging Cancer Cases MLHC 2025 EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms NAACL 2025 EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025 Evolutionary Large Language Model for Automated Feature Transformation AAAI 2025 Evolution in Simulation: AI-Agent School with Dual Memory for High-Fidelity Educational Dynamics EMNLP 2025 EvolveSearch: An Iterative Self-Evolving Search Agent EMNLP 2025 ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning ICLR 2025 Execution-guided within-prompt search for programming-by-example ICLR 2025