GPTA: Enhancing Downstream Neural Networks with Large Language Model Assistance

GPTA, a novel training framework, utilizes API-based Large Language Models as dynamic prefix prompt generators to enhance the performance of downstream task models, while addressing data privacy and legal challenges associated with direct LLM integration.