Report for the project "MultiHop Question Answering" (May 2018 - Feb 2019), done as a Creative Engineering Project (ID4100, IIT Madras). Work done under the guidance of Dr. Mitesh M. Khapra at IIT Madras.
The aim of this project is to ideate about and implement a deep learning model to tackle a largely active topic in natural language processing - the task of question answering, more specifically, multi-hop question answering. We present extensive results and analysis on the WIKIHOP dataset, and preliminary results on the HOTPOTQA dataset.
Fig.1 - WikiHop Model Flow