A. Cross

SocialStep: Fast Prediction of Social Determinants of Health

It is demonstrated that integrating compact neural encoders with large language models provides a scalable and highly accurate framework for clinical NLP tasks, including SDoH extraction, and some unexpected patterns in LLM performance are observed.