Utilizing Large Language Models to Generate Synthetic Data to Increase the Performance of BERT-Based Neural Networks

Understand

An important issue impacting healthcare is a lack of available experts.

• Machine learning (ML) models could resolve this by aiding in diagnosing patients.
• However, creating datasets large enough to train these models is expensive.
• We evaluated large language models (LLMs) for data creation.