conftrace_

model collaboration

17 papers

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Co-occurring keywords

large language model (13587) few-shot learning (3398) language model (4599) knowledge distillation (3725) collaborative framework (9) multi-agent system (1819) in-context learning (1405) ensemble learning (1274) structured regression (2) distance correlation (4)

Papers

Unifying Multi-View Knowledge for Graph Learning via Model Collaboration AAAI 2026
Among Us: Measuring and Mitigating Malicious Contributions in Model Collaboration Systems ACL 2026
Tandem Training for Language Models EACL 2026
Synergistic Weak-Strong Collaboration by Aligning Preferences ACL 2025
On Collaborating Small and Large Models For Few-shot Intent Detection EMNLP 2025
UnCo: Uncertainty-Driven Collaborative Framework of Large and Small Models for Grounded Multimodal NER EMNLP 2025
Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units EMNLP 2025
An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025
A Survey of Generative Information Extraction COLING 2025
Trigger3:Refining Query Correction via Adaptive Model Selector AAAI 2025
Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models AACL 2025
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines ACL 2024
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
Co-Teaching Student-Model through Submission Results of Shared Task EMNLP 2021
Generalization-Aware Structured Regression towards Balancing Bias and Variance IJCAI 2018