model collaboration

Among Us: Measuring and Mitigating Malicious Contributions in Model Collaboration Systems ACL 2026 Tandem Training for Language Models EACL 2026 Unifying Multi-View Knowledge for Graph Learning via Model Collaboration AAAI 2026 An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025 A Survey of Generative Information Extraction COLING 2025 Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units EMNLP 2025 MA-LoT: Model-Collaboration Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem Proving ICML 2025 On Collaborating Small and Large Models For Few-shot Intent Detection EMNLP 2025 Synergistic Weak-Strong Collaboration by Aligning Preferences ACL 2025 Trigger3:Refining Query Correction via Adaptive Model Selector AAAI 2025 UnCo: Uncertainty-Driven Collaborative Framework of Large and Small Models for Grounded Multimodal NER EMNLP 2025 AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning EMNLP 2024 Don’t Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration ACL 2024 Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction COLING 2024 SCALE: Synergized Collaboration of Asymmetric Language Translation Engines ACL 2024 Co-Teaching Student-Model through Submission Results of Shared Task EMNLP 2021 Generalization-Aware Structured Regression towards Balancing Bias and Variance IJCAI 2018