Agneet Chatterjee
Description: Personal website of Neeraj Varshney
--> Neeraj Varshney Ph.D. Candidate Natural Language Processing (NLP) 2019‐2024 (Expected) School of Computing & AI Arizona State University nvarshn2 at asu dot edu I'm a Ph.D. candidate at Arizona State University working in Natural Language Processing / Understanding with Dr. Chitta Baral .
My research is centered around the topics of Efficiency and Reliability in NLP. I believe that these topics have immense practical significance and are very important, especially for real-world applications.
Specifically, on the efficiency topic, I have worked on improving inference efficiency of NLP systems (how to make inference in a computationally efficient manner without sacrificing the prediction accuracy), training data efficiency (how to leverage procedurally generated data to train a competitive model and how to efficiently crowd-source high-quality data instances), open-domain QA reader efficiency (how to efficiently leverage external knowledge in answering open-domain questions), efficiently indexing
Agneet Chatterjee