I am a Research Engineer at Microsoft Research Montreal. My work includes building reasoning systems on large knowledge bases and in open domain Question Answering. I am broadly interested in machine learning and its application in various fields of natural language processing.
Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering
Rajarshi Das, Shehzaad Dhuliawala , Manzil Zaheer, and Andrew McCallum.
International Conference on Learning Representations (ICLR) 2019.
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning
Shehzaad Dhuliawala*, Rajarshi Das*, Manzil Zaheer, Luke Vilnis, Ishan Durugkar, Alex Smola and Andrew McCallum.
International Conference on Learning Representations (ICLR) 2018. Won Best Paper at the workshop on Automated Knowledge Base Construction (AKBC) at NIPS 2017. [code]
sdhuliawala (at) cs (dot) umass (dot) edu