Sergey Edunov

Menlo Park, United States

Sergey is a Research Engineering Manager at Facebook AI Research. He works on natural language processing and speech. Previously he worked on distributed graph analytics and was a part of the Apache Giraph team. He earned a MS degree in Physics in 2005 in the Moscow Institute of Physics and Technology.

Sergey's Publications

October 18, 2020

RESEARCH

NLP

Beyond English-Centric Multilingual Machine Translation

Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin

October 18, 2020

July 03, 2020

RESEARCH

NLP

On The Evaluation of Machine Translation Systems Trained With Back-Translation

Sergey Edunov, Myle Ott, Marc’Aurelio Ranzato, Michael Auli

July 03, 2020

June 01, 2018

RESEARCH

Classical Structured Prediction Losses for Sequence to Sequence Learning

Sergey Edunov, Myle Ott, Michael Auli, David Grangier, Marc'Aurelio Ranzato

June 01, 2018

October 30, 2018

RESEARCH

Scaling Neural Machine Translation

Myle Ott, Sergey Edunov, David Grangier, Michael Auli

October 30, 2018

October 31, 2018

RESEARCH

NLP

Understanding Back-Translation at Scale

Sergey Edunov, Myle Ott, Michael Auli, David Grangier

October 31, 2018

June 03, 2019

RESEARCH

NLP

FAIRSEQ: A Fast, Extensible Toolkit for Sequence Modeling

Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli

June 03, 2019

November 07, 2019

RESEARCH

NLP

Cloze-driven Pretraining of Self-attention Networks

Alexei Baevski, Sergey Edunov, Yinhan Liu, Luke Zettlemoyer, Michael Auli

November 07, 2019