“The MPI Program didn’t just teach the “how” of data, but the “why” of using it to improve people’s lives”
Topic
LLM
MPI Grad Students Present MOMCare with AI
This paper presents MOMCare, a chatbot designed to support mothers navigating the challenges of PPD. MOMCare has a retrieval-augmented architecture with an end-to-end pipeline from data preprocessing to response generation. It employs hybrid classification, a dual embedding system, a dual verification guardrail, and a medical domain-specific reranking mechanism to generate empathetic and relevant PPD responses.