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About Me

I am currently an M.S. scholar under the supervision of Dr. Mitesh Khapra in the Department of Computer Science and Engineering (C.S.E), Indian Institute of Technology (IIT) Madras. I joined the department in July, 2016. My research area broadly spans Natural Language Processing and Deep Learning. Specifically, I am working on Goal-oriented, End-to-End Dialog Systems. I am also associated with a project of Accenture Labs on a closed-domain dialog system.

Education

  • M.S. (By Research) in Computer Science and Engineering from the Indian Institute of Technology (IIT) Madras, 2016 - present.
  • M.Sc (Computer Science) from the Institute of Science, Banaras Hindu University (B.H.U) in 2016.
  • B.Sc (Computer Science Honours) from Calcutta University in 2014.

Publications

  • Towards Exploiting Background Knowledge for Building Conversation Systems, Nikita Moghe, Siddhartha Arora, Suman Banerjee and Mitesh M. Khapra, In the Proceedings of Empirical Methods in Natural Language Processing (EMNLP), 2018. [pdf]

  • A Dataset for building Code-Mixed Goal Oriented Conversation Systems, Suman Banerjee, Nikita Moghe, Siddhartha Arora and Mitesh M. Khapra, In the Proceedings of the 27th International Conference on Computational Linguistics, COLING, 2018. [pdf] [code] [BibTeX]

Curriculum Vitae

CV

Contact

You can reach me through email : suman at cse dot iitm dot ac dot in

Twitter Handle: banerjeesuman_

GitHub: https://github.com/sumanbanerjee1

Suman Banerjee's Projects

cayman icon cayman

Cayman is a Jekyll theme for GitHub Pages

cocoa icon cocoa

Framework for learning dialogue agents in a two-player game setting.

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Repository for the TACL 2019 paper: "Graph Convolutional Network with Sequential Attention For Goal-Oriented Dialogue Systems"

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