Janvijay Singh

Janvijay

Machine Learning Researcher/Engineer
Verneek AI
NYC, New York

About

I’m a Machine Learning Researcher/Engineer at Verneek AI, focusing on developing personalized e-commerce search. Previously, I have led applied research in speech recognition and synthesis at Walmart India, playing a key role in developing a multilingual voice assistant. On the academic side, I’ve completed a Master’s in Computer Science with a Machine Learning specialization at Georgia Tech. My educational journey began at IIT Varanasi, where I earned my bachelor’s in Computer Science with top honors. For further details, please refer to my CV.

My research interests include Equitable, Fair, and Human-Centered AI, as well as AI applications with a focus on social impact. Show more.
Apart from research and academics, I nurture my "self" with running, biking, photography, Stoic philosophy, and music. Show more.

Publications

Janvijay Singh, Vilém Zouhar, Mrinmaya Sachan. Enhancing Textbooks with Visuals from the Web for Improved Learning. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023, Main), Singapore, December 2023.

Janvijay Singh*, Mukund Rungta*, Diyi Yang, Saif Mohammad. Forgotten Knowledge: Examining the Citational Amnesia in NLP. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023, Main), Toronto, Canada, July 2023. Best Paper Honourable Mention.

Janvijay Singh, Fan Bai, Zhen Wang. Entity Tracking via Effective Use of Multi-Task Learning Model and Mention-guided Decoding. Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023, Main), Dubrovnik, Croatia, May 2023.

Mukund Rungta*, Janvijay Singh*, Saif Mohammad, Diyi Yang. Geographic Citation Gaps in NLP Research. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022, Main), Abu Dhabi, UAE, December 2022.

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* denotes equal author contribution.

Teaching

I have served as a Teaching Assistant for the following courses:

Contact

The best way to reach me is via email: janvijay [dot] singh [dot] cse14 [at] gmail [dot] com