no code implementations • 25 Jul 2024 • Eric Yang, Jonathan Amar, Jong Ha Lee, Bhawesh Kumar, Yugang Jia
In this work, we introduce Query-Based Retrieval Augmented Generation (QB-RAG), a novel approach that pre-computes a database of potential queries from a content base using LLMs.
no code implementations • 9 May 2024 • Bhawesh Kumar, Jonathan Amar, Eric Yang, Nan Li, Yugang Jia
Large Language Models (LLMs) have demonstrated their efficacy across a broad spectrum of tasks in healthcare applications.
1 code implementation • 17 Aug 2023 • Jackson A. Killian, Manish Jain, Yugang Jia, Jonathan Amar, Erich Huang, Milind Tambe
RMABs are increasingly being used for sensitive decisions such as in public health, treatment scheduling, anti-poaching, and -- the motivation for this work -- digital health.