Jatin Ganhotra

I am a Research Software Engineer at IBM Research AI, Thomas J. Watson Research Center. I graduated from University of Illinois, Urbana Champaign in Fall'15, with Masters in Computer Science.
My research interests are in Deep Learning approaches, with a primary focus on Dialog systems.

Publications

• Does Dialog Length matter for Next Response Selection task? An Empirical Study arXiv preprint arXiv:2101.09647, 2021 Jatin Ganhotra, Sachindra Joshi

• Conversational Document Prediction to Assist Customer Care Agents Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) [code] [presentation] Jatin Ganhotra, Haggai Roitman, Doron Cohen, Nathaniel Mills, Chulaka Gunasekara, Yosi Mass, Sachindra Joshi, Luis Lastras, David Konopnicki
• Effects of Naturalistic Variation in Goal-Oriented Dialog Findings of the Association for Computational Linguistics: EMNLP 2020 [code] [presentation] Jatin Ganhotra, Robert Moore, Sachindra Joshi, Kahini Wadhawan
• Agent Assist through Conversation Analysis Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations [presentation] Kshitij Fadnis, Nathaniel Mills, Jatin Ganhotra, Haggai Roitman, Gaurav Pandey, Doron Cohen, Yosi Mass, Shai Erera, Chulaka Gunasekara, Danish Contractor, Siva Patel, Q. Vera Liao, Sachindra Joshi, Luis Lastras, David Konopnicki

• NE-Table: A Neural key-value table for Named Entities Proceedings of Recent Advances in Natural Language Processing, pages 980–993, Varna, Bulgaria, Sep 2–4 2019. [code] Janarthanan Rajendran, Jatin Ganhotra*, Xiaoxiao Guo, Mo Yu, Satinder Singh and Lazaros Polymenakos *co-first author
• Learning End-to-End Goal-Oriented Dialog with Maximal User Task Success and Minimal Human Agent Use Transactions of the Association for Computational Linguistics 2019 Vol. 7, 375-386 ACL 2019 oral presentation [code] [presentation] Janarthanan Rajendran, Jatin Ganhotra, and Lazaros C. Polymenakos
• A Large-Scale Corpus for Conversation Disentanglement Proceedings of the 57th Annual Meeting of Association for Computational Linguistics - ACL 2019 Jonathan K. Kummerfeld, Sai R. Gouravajhala, Joseph J. Peper, Vignesh Athreya, Chulaka Gunasekara, Jatin Ganhotra, Siva Sankalp Patel, Lazaros C Polymenakos, Walter Lasecki
• Quantized Dialog – A general approach for conversational systems Computer Speech and Language, Volume 54,2019, Pages 17-30, ISSN 0885-2308 R. Chulaka Gunasekara, David Nahamoo, Lazaros C. Polymenakos, David Echeverría Ciaurri, Jatin Ganhotra, Kshitij P. Fadnis
• Knowledge-incorporating ESIM models for Response Selection in Retrieval-based Dialog Systems Dialog System Technology Challenge 7 (DSTC7) Workshop at AAAI 2019 Jatin Ganhotra, Siva Sankalp Patel and Kshitij Fadnis

• Learning end-to-end goal-oriented dialog with multiple answers Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018 [code] Janarthanan Rajendran, Jatin Ganhotra*, Satinder Singh, Lazaros Polymenakos *co-first author
• Knowledge-based end-to-end memory networks CoRR abs/1804.08204 (2018) Jatin Ganhotra, Lazaros Polymenakos
• Quantized-Dialog Language Model for Goal-Oriented Conversational Systems Dialog System Technology Challenge 6 Workshop – DSTC6 2017 R. Chulaka Gunasekara, David Nahamoo, Lazaros C. Polymenakos, Jatin Ganhotra, Kshitij P. Fadnis

• Exploring Design Alternatives for RAMP Transactions through Statistical Model Checking 19th International Conference on Formal Engineering Methods – ICFEM 2017 Liu Si, Peter Csaba Ölveczky, Jatin Ganhotra, Indranil Gupta, José Meseguer

• Formal modeling and analysis of RAMP transaction systems 31st Annual ACM Symposium on Applied Computing – SAC 2016 Liu Si, Peter Csaba Ölveczky, Muntasir Raihan Rahman, Jatin Ganhotra, Indranil Gupta, José Meseguer
• Quantitative Analysis of Consistency in NoSQL Key-Value Stores Leibniz Transactions on Embedded Systems – LITES 2016 Si Liu, Jatin Ganhotra, Muntasir Raihan Rahman, Son Nguyen, Indranil Gupta, José Meseguer
• Virtual Reality Applications in Assessing the Effect of Anxiety on Sensorimotor Integration in Human Postural Control 38th International Conference of the IEEE Engineering in Medicine and Biology Society - EMBC 2016 Christopher Widdowson, Jatin Ganhotra, Mohammed Faizal, Marissa Wilko, Saurin Parikh, Zainulabidin Adhami, Manuel Hernandez

• Quantitative Analysis of Consistency in NoSQL Key-value Stores 12th International Conference on Quantitative Evaluation of SysTems - QEST 2015 Liu Si, Son Nguyen, Jatin Ganhotra, Muntasir Raihan Rahman, Indranil Gupta, José Meseguer