Grant Call 2019

Grant Call 2018

Conversational Question Answering

This project concerns conversational question answering (CQA), which is the task of answering a sequence of interrelated questions that occur during a conversation between a human and a computer. In…

Embedding Knowledge into Learning

Machine learning, particularly deep learning, has been spectacularly successful in the recent past. Human-level performance has been achieved in tasks such as object recognition and speech recognition. However, these successes…

Rationalizing Deep Learning Model Decisions

In this research, our aim is to provide good explanatory power without sacrificing the performance of machine learning models. The focus of this research is to develop a general unified…