Alexey Romanov

Graduated: Aug 2019

Degree: PhD

Current position: Microsoft Research

Alexey Romanov

I am currently a fourth year Ph.D. student at UMass Lowell in the Text-Machine Lab working with Anna Rumshisky. My research interests at this moment are particularly focused on applying Deep Learning methods in Natural Language Processing.

Homepage

Programming

Python C++ php

Machine Learning

pytorch keras scikit-learn

Databases

MongoDB MySQL

Languages

English Russian
A. Romanov A. Rumshisky A. Rogers D. Donahue Adversarial Decomposition of Text Representation. Proceedings of NAACL-HLT 2019. 
@inproceedings{romanov2019adversarial,
title={Adversarial Decomposition of Text Representation},
author={Romanov, Alexey and Rumshisky, Anna and Rogers, Anna and Donahue, David},
booktitle={Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)},
pages={815–825},
year={2019}
}
A. Romanov A. Rumshisky Forced to Learn: Discovering Disentangled Representations Without Exhaustive Labels. (3-page abstract). ICLR (Workshop Track) 2017. 
@article{romanov_forced_2017,
author = “Romanov, Alexey and Rumshisky, Anna”,
title = “Forced to {Learn}: {Discovering} {Disentangled} {Representations} {Without} {Exhaustive} {Labels}",
shorttitle = “Forced to {Learn}",
journal = “ICLR”,
month = “May”,
year = “2017”
}
M. De-Arteaga A. Romanov H. Wallach J. Chayes C. Borgs A. Chouldechova S. Geyik K. Kenthapadi A. Kalai What's in a Name? Reducing Bias in Bios without Access to Protected Attributes. Proceedings of NAACL-HLT 2019. 
@inproceedings{romanov2019s,
title={What’s in a Name? Reducing Bias in Bios without Access to Protected Attributes},
author={Romanov, Alexey and De-Arteaga, Maria and Wallach, Hanna and Chayes, Jennifer and Borgs, Christian and Chouldechova, Alexandra and Geyik, Sahin and Kenthapadi, Krishnaram and Rumshisky, Anna and Kalai, Adam},
booktitle={Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)},
pages={4187–4195},
year={2019}
}