I am currently working in Google Research India as a Research Software Engineer looking at applications of Natural Language Generation. I am broadly interested in natural language understanding and generation capabilities of neural language models. I had also worked for a couple of years at MILA, Montreal, Canada advised by Prof. Aaron Courville and had studied systematic generalization of neural networks.
Previously, I had worked in the natural language generation (NLG) project in IBM Research for three years and had published papers in top conferences and journals like NeurIPS, ACL, NAACL, INTERSPEECH, COLING and Computational Linguistics. Our work on NLG was successfully deployed to provide match insights and commentary in the US Open 2020 Tennis Tournament. At IBM, I also contributed towards the IBM Project Debater, which received wide news coverage worldwide recently because of a LIVE machine vs human debate (More in News). Prior to joining IBM, I held positions like Applied Scientist at Microsoft Bing Ads (2013-2015) and SDE at Amazon.com (2010-2011).
MS in Computer Science and Automation, 2013
Indian Institute of Science, Bangalore
BE in Computer Science and Engineering, 2010
Jadavpur University, Kolkata
[25 Jul, 2022] I have joined Google Research, India in the Advertising Sciences team and will be focussing on Natural Language Generation.
[10 Sep, 2020] Our NLG work “Scalable Micro-planned Generation of Discourse from Structured Data” was successfully deployed to provide match insights and commentary in the US Open 2020 Tennis Tournament.
[4 Dec, 2019] Our NeurIPS 2018 paper “On Controllable Sparse Alternatives to Softmax” received the IBM Research India Distinguished Paper Award for the year 2018.
[17 Sep, 2019] Our paper “Scalable Micro-planned Generation of Discourse from Structured Data” got accepted for publication in the Computational Linguistics journal 2019 arXiv.
[28 Jul, 2019] We presented a tutorial titled “Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective” at ACL 2019 in Florence, Italy Details.
[14 May, 2019] Our paper “Unsupervised Neural Text Simplification” got accepted in ACL 2019 arXiv.
[5 Feb, 2019] Our tutorial proposal “Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective” got accepted for ACL 2019. The tutorial will be held on July 28th, 2019 in Florence, Italy. More details coming soon!!!
[6 Dec, 2018] Poster for the work “On Controllable Sparse Alternatives to Softmax” was presented in NeurIPS conference in Montreal, Canada.
[18 Oct, 2018] The pre-print version of our work “Unsupervised Neural Text Simplification” is available now on arXiv.
[5 Oct, 2018] The pre-print version of our work “Scalable Micro-planned Generation of Discourse from Structured Data” is available now on arXiv.
[5 Sep, 2018] Our paper “On Controllable Sparse Alternatives to Softmax” got accepted in NeurIPS 2018 Link.
[16 Jul, 2018] Our ACL 2017 paper “Diversity driven Attention Model for Query-based Abstractive Summarization“ received the IBM Research India Distinguished Paper Award for the year 2017.
[20 Jun, 2018] IBM Debater participated in a LIVE debate against human.
News coverage on the debate: (NYT, Forbes,The Guardian).
Details on contributions: IBM Debater.
[24 Aug, 2021] RBCDSAI DAI BootCamp, 2021 Approaches towards explaining model predictions in NLP Details Slides.
[28 Jul, 2019] ACL 2019 Tutorial Storytelling From Structured Data and Knowledge Graphs: An NLG Perspective. Venue: ACL 2019, Florence, Italy. Details: Link
[07 Mar, 2018] Generating Natural Language Descriptions from Structured Data. Venue: IBM Research-IISc Workshop on Knowledge and Learning organised at IISc. Details: Link
[20 Jan, 2018] Tutorial on Natural Language Processing and Generation. Venue: Technical Talk on the broader theme of ‘Cognitive Analytics and NLP’ as part of the annual science and cultural fest at IISc, Bangalore.