Agent Systems

AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification EMNLP 2025 ASPERA: A Simulated Environment to Evaluate Planning for Complex Action Execution ACL 2025 Assembloid Agency: Unreal Engine API for brain-on-a-chip platforms NeurIPS 2025 Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks ACL 2025 AssistanceZero: Scalably Solving Assistance Games ICML 2025 ASTRA: A Negotiation Agent with Adaptive and Strategic Reasoning via Tool-integrated Action for Dynamic Offer Optimization EMNLP 2025 Astra: Efficient Transformer Architecture and Contrastive Dynamics Learning for Embodied Instruction Following EMNLP 2025 ASTRO: Automatic Strategy Optimization For Non-Cooperative Dialogues ACL 2025 A Survey of LLM-based Agents in Medicine: How far are we from Baymax? ACL 2025 A Survey on LLM-powered Agents for Recommender Systems EMNLP 2025 A Survey on the Feedback Mechanism of LLM-based AI Agents IJCAI 2025 A Symbolic Adversarial Learning Framework for Evolving Fake News Generation and Detection EMNLP 2025 A Theoretical Justification for Asymmetric Actor-Critic Algorithms ICML 2025 A Theoretical Study of (Hyper) Self-Attention through the Lens of Interactions: Representation, Training, Generalization ICML 2025 ATLAS: Agent Tuning via Learning Critical Steps ACL 2025 Attacking Vision-Language Computer Agents via Pop-ups ACL 2025 Attacks by Content: Automated Fact-checking is an AI Security Issue EMNLP 2025 AttributeForge: An Agentic LLM Framework for Automated Product Schema Modeling EMNLP 2025 Audio Query Handling System with Integrated Expert Models and Contextual Understanding EMNLP 2025 Augmenting Multi-Agent Communication with State Delta Trajectory EMNLP 2025 AugTwins NeurIPS 2025 A Unified Agentic Framework for Evaluating Conditional Image Generation ACL 2025 A Unified Approach to Routing and Cascading for LLMs ICML 2025 AutoAdvExBench: Benchmarking Autonomous Exploitation of Adversarial Example Defenses ICML 2025 Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions ACL 2025