collaborative reasoning

CoLM: Collaborative Large Models via a Client-Server Paradigm AAAI 2026 MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning AAAI 2026 Do Androids Question Electric Sheep? A Multi-Agent Cognitive Simulation of Philosophical Reflection on Hybrid Table Reasoning ACL 2025 Fuzzy Collaborative Reasoning AAAI 2025 GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems EMNLP 2025 Knowledge-Aware Co-Reasoning for Multidisciplinary Collaboration EMNLP 2025 MMD-ERE: Multi-Agent Multi-Sided Debate for Event Relation Extraction COLING 2025 OSC: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent LLM Collaboration EMNLP 2025 Scaling Large Language Model-based Multi-Agent Collaboration ICLR 2025 Tree of Agents: Improving Long-Context Capabilities of Large Language Models through Multi-Perspective Reasoning EMNLP 2025 ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs ACL 2024 Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate EMNLP 2023