From Questions to Insightful Answers: Building an Informed Chatbot for University Resources

no code implementations • 13 May 2024 • Subash Neupane, Elias Hossain, Jason Keith, Himanshu Tripathi, Farbod Ghiasi, Noorbakhsh Amiri Golilarz, Amin Amirlatifi, Sudip Mittal, Shahram Rahimi

This paper presents BARKPLUG V. 2, a Large Language Model (LLM)-based chatbot system built using Retrieval Augmented Generation (RAG) pipelines to enhance the user experience and access to information within academic settings. The objective of BARKPLUG V. 2 is to provide information to users about various campus resources, including academic departments, programs, campus facilities, and student resources at a university setting in an interactive fashion.

Chatbot Language Modelling +3

Natural Language Processing in Electronic Health Records in Relation to Healthcare Decision-making: A Systematic Review

no code implementations • 22 Jun 2023 • Elias Hossain, Rajib Rana, Niall Higgins, Jeffrey Soar, Prabal Datta Barua, Anthony R. Pisani, Ph. D, Kathryn Turner}

Various Machine Learning (ML), Deep Learning (DL) and NLP techniques are studied and compared to understand the limitations and opportunities in this space comprehensively.

Classification Decision Making +5