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Papers
Efficient and Privacy-Preserving Soft Prompt Transfer for LLMs
ICML 2025
NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks
EMNLP 2025
Synergistic Augmentation: Enhancing Cross-Domain Zero-Shot Slot Filling with Small Model-Assisted Large Language Models
ACL 2025
Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance
ACL 2024
Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP Systems
EMNLP 2022
On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals
AAAI 2022