Agent Systems

Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression ICML 2025 Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ACL 2025 Can Language Models Follow Multiple Turns of Entangled Instructions? EMNLP 2025 Can Large Language Models Invent Algorithms to Improve Themselves?: Algorithm Discovery for Recursive Self-Improvement through Reinforcement Learning NAACL 2025 Can LLM Agents Maintain a Persona in Discourse? EMNLP 2025 Can LLMs Help You at Work? A Sandbox for Evaluating LLM Agents in Enterprise Environments EMNLP 2025 Can LLMs Reliably Simulate Human Learner Actions? A Simulation Authoring Framework for Open-Ended Learning Environments AAAI 2025 Can Multi-turn Self-refined Single Agent LMs with Retrieval Solve Hard Coding Problems? ACL 2025 Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-Based Decision-Making Systems ICLR 2025 CAP-Net: A Unified Network for 6D Pose and Size Estimation of Categorical Articulated Parts from a Single RGB-D Image CVPR 2025 CARD: Cross-modal Agent Framework for Generative and Editable Residential Design EMNLP 2025 Cardiverse: Harnessing LLMs for Novel Card Game Prototyping EMNLP 2025 CARTS: Advancing Neural Theorem Proving with Diversified Tactic Calibration and Bias-Resistant Tree Search ICLR 2025 CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling EMNLP 2025 Categorical Semantics of Compositional Reinforcement Learning JMLR 2025 CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning ICCV 2025 Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions ACL 2025 Cerebrum (AIOS SDK): A Platform for Agent Development, Deployment, Distribution, and Discovery NAACL 2025 Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents EMNLP 2025 CharacterCraft: Bridging the Literature-Reality Dialogue Gap for Practical Role-Playing Agents EMNLP 2025 CharacterGPT: A Persona Reconstruction Framework for Role-Playing Agents NAACL 2025 Character is Destiny: Can Persona-assigned Language Models Make Personal Choices? EMNLP 2025 Characterising Simulation-Based Program Equilibria AAAI 2025 ChatCRS: Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems NAACL 2025 ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model EMNLP 2025