Multi-Agent Systems

The Power of Many: Multi-Agent Multimodal Models for Cultural Image Captioning NAACL 2025 The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents EMNLP 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 TokenHSI: Unified Synthesis of Physical Human-Scene Interactions through Task Tokenization CVPR 2025 ToM-SSI: Evaluating Theory of Mind in Situated Social Interactions EMNLP 2025 ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions EMNLP 2025 ToolVQA: A Dataset for Multi-step Reasoning VQA with External Tools ICCV 2025 Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and Coverage ICML 2025 Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation ACL 2025 Towards Audio-Visual Navigation in Noisy Environments: A Large-Scale Benchmark Dataset and an Architecture Considering Multiple Sound-Sources AAAI 2025 Towards a Unified View of Social Laws with Instantaneous Actions IJCAI 2025 Towards Efficient Collaboration via Graph Modeling in Reinforcement Learning AAAI 2025 Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration ACL 2025 Towards Rationality in Language and Multimodal Agents: A Survey NAACL 2025 Trade-Offs Between Information and Crowding in Sequential Decisions (Student Abstract) AAAI 2025 TRAIL: Trust-Aware Client Scheduling for Semi-Decentralized Federated Learning AAAI 2025 Training Language Models to Critique With Multi-agent Feedback EMNLP 2025 Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction ICLR 2025 Trajectory-Class-Aware Multi-Agent Reinforcement Learning ICLR 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 Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack NAACL 2025 TSGAN: Temporal Social Graph Attention Network for Aggressive Behavior Forecasting AAAI 2025 TUBA: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning ACL 2025