Publications

(2021). StructSum: Summarization via Structured Representations. EACL 2021.

PDF Code Project Video

(2021). SelfExplain: A Self-Explaining Architecture for Neural Text Classifiers. EMNLP 2021.

PDF Code Project Video

(2021). DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation Dialogues. ICLR 2021.

PDF Code Project Video

(2021). Simple and Efficient ways to Improve REALM. MRQA, NAACL 2021.

PDF Project

(2021). Investigating the Effect of Background Knowledge on Natural Questions. DeeLIO, EMNLP 2021.

PDF Code Project

(2020). Differentiable Reasoning over a Virtual Knowledge Base. ICLR 2020.

PDF Code Project Video

(2018). Learning to Define Terms in the Software Domain. W-NUT, EMNLP 2018.

PDF Project

Experience

 
 
 
 
 
May 2021 – August 2021
Remote

Research Intern

Allen Institute of Artificial Intelligence

 
 
 
 
 
May 2020 – August 2020
Remote

Research Intern

Google Brain

 
 
 
 
 
June 2019 – August 2019
Pittsburgh, USA

Research Intern

Google AI

 
 
 
 
 
August 2017 – Present
Pittsburgh, USA

Graduate Research Assistant

LTI, CMU

 
 
 
 
 
January 2016 – July 2017
Bangalore, India

Software Development Engineer 2

Flipkart

 
 
 
 
 
July 2015 – December 2015
Bangalore, India

Software Development Engineer 1

Flipkart

Recent Talks

Self Attention and Transformers for Undergrad NLP
Apr 16, 2022
Simple and Efficient ways to Improve REALM
Jun 1, 2021