Agent Systems

Multi-agent Architecture Search via Agentic Supernet ICML 2025 Multi-Agent Collaboration via Cross-Team Orchestration ACL 2025 Multi-Attribute Steering of Language Models via Targeted Intervention ACL 2025 Multilabel Classification of Persuasion Techniques with self-improving LLM agent: SlavicNLP 2025 Shared Task ACL 2025 MultiModal Action Conditioned Video Simulation ICCV 2025 Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage ICLR 2025 Multi-Modal Data Exploration via Language Agents IJCNLP 2025 Multimodal LLM Guided Exploration and Active Mapping using Fisher Information ICCV 2025 Multi-Programming Language Sandbox for LLMs ACL 2025 Multi-Step Generation of Test Specifications using Large Language Models for System-Level Requirements ACL 2025 Muses: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration AAAI 2025 My AI Agent Feels Gray on Her Period NeurIPS 2025 My Words Imply Your Opinion: Reader Agent-Based Propagation Enhancement for Personalized Implicit Emotion Analysis ACL 2025 NALA_MAINZ at BLP-2025 Task 2: A Multi-agent Approach for Bengali Instruction to Python Code Generation AACL 2025 NAT: Enhancing Agent Tuning with Negative Samples NAACL 2025 NatSTV: Towards Verification of Natural Strategic Ability IJCAI 2025 NaviFormer: A Spatio-Temporal Context-Aware Transformer for Object Navigation AAAI 2025 Navigating Social Dilemmas with LLM-based Agents via Consideration of Future Consequences IJCAI 2025 Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents ICLR 2025 NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments ICCV 2025 NavQ: Learning a Q-Model for Foresighted Vision-and-Language Navigation ICCV 2025 NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM ACL 2025 NeLLCom-Lex: A Neural-agent Framework to Study the Interplay between Lexical Systems and Language Use EMNLP 2025 Nemotron-CORTEXA: Enhancing LLM Agents for Software Engineering Tasks via Improved Localization and Solution Diversity ICML 2025 NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls EMNLP 2025