Ningyuan Zhang

Release the Powers of Prompt Tuning: Cross-Modality Prompt Transfer

Prompt Tuning adapts frozen models to new tasks by prepending a few learnable embeddings to the input. However, it struggles with tasks that suffer from data scarcity. To address this, we explore Cross-Modality Prompt Transfer, leveraging prompts pretrained on a data-rich modality to improve perform…