IEEE

Automatic Prompt Generation and Optimization by Leveraging Large Language Models to Enhance Few-Shot Learning in Biomedical Tasks

Abstract: Recent advancements in scaling large language models (LLMs) have enhanced various natural language processing (NLP) tasks. However, open-source moderately sized models, such as BERT, are ...
IEEE

On Calibration of Prompt Learning Using Temperature Scaling

Abstract: Prompt learning has emerged as a valuable technique for enhancing vision-language models (VLMs) for downstream tasks in specific domains, resulting in high performance on such tasks. However ...