Chenxin Tian

Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting

Large language models (LLMs) demonstrate remarkable medical expertise, but data privacy concerns impede their direct use in healthcare environments. Although offering improved data privacy protection, domain-specific small language models (SLMs) often underperform LLMs, emphasizing the need for meth…