multi-agent system

TALON: A Multi-Agent Framework for Long-Table Exploration and Question Answering EMNLP 2025 Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown ICCV 2025 Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025 The Partially Observable Off-Switch Game AAAI 2025 The Power of Many: Multi-Agent Multimodal Models for Cultural Image Captioning NAACL 2025 TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents AAAI 2025 Time to Talk: LLM Agents for Asynchronous Group Communication in Mafia Games EMNLP 2025 TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents EMNLP 2025 TombRaider: Entering the Vault of History to Jailbreak Large Language Models EMNLP 2025 Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation ACL 2025 Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration ACL 2025 Towards Rationality in Language and Multimodal Agents: A Survey NAACL 2025 Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation ACL 2025 Trade-Offs Between Information and Crowding in Sequential Decisions (Student Abstract) AAAI 2025 Training Language Models to Critique With Multi-agent Feedback EMNLP 2025 Tree of Agents: Improving Long-Context Capabilities of Large Language Models through Multi-Perspective Reasoning EMNLP 2025 Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis ACL 2025 TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System NAACL 2025 UACOF: A USV-AUV Collaboration Framework for Underwater Tasks Under Extreme Sea Conditions (Student Abstract) AAAI 2025 UFO: A UI-Focused Agent for Windows OS Interaction NAACL 2025 UIOrchestra: Generating High-Fidelity Code from UI Designs with a Multi-agent System EMNLP 2025 Uncertainty-Aware Answer Selection for Improved Reasoning in Multi-LLM Systems EMNLP 2025 Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning AAAI 2025 Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems EMNLP 2025 Uniandes at TSAR 2025 Shared Task Multi-Agent CEFR Text Simplification with Automated Quality Assessment and Iterative Refinement EMNLP 2025