Larry An

Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health

Many statistical models have high accuracy on test benchmarks, but are not explainable, struggle in low-resource scenarios, cannot be reused for multiple tasks, and cannot easily integrate domain expertise. These factors limit their use, particularly in settings such as mental health, where it is di…