Interests
Machine learning, natural language processing, and machine translation.
Related Links
Latest Publications
EMNLP - October 31, 2019
The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English
Francisco (Paco) Guzman, Peng-Jen Chen, Myle Ott, Juan Pino, Guillaume Lample, Philipp Koehn, Vishrav Chaudhary, Marc'Aurelio Ranzato
ICML - June 10, 2019
Mixture Models for Diverse Machine Translation: Tricks of the Trade
Tianxiao Shen, Myle Ott, Michael Auli, Marc'Aurelio Ranzato
NAACL - June 3, 2019
FAIRSEQ: A Fast, Extensible Toolkit for Sequence Modeling
Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli
EMNLP 2018 - October 31, 2018
Understanding Back-Translation at Scale
Sergey Edunov, Myle Ott, Michael Auli, David Grangier
EMNLP 2018 - October 31, 2018
Phrase-Based & Neural Unsupervised Machine Translation
Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
WMT 2018 - October 30, 2018
Scaling Neural Machine Translation
Myle Ott, Sergey Edunov, David Grangier, Michael Auli
ICML 2018 - July 13, 2018
Analyzing Uncertainty in Neural Machine Translation
Myle Ott, Michael Auli, David Grangier, Marc'Aurelio Ranzato
NAACL 2018 - June 1, 2018
Classical Structured Prediction Losses for Sequence to Sequence Learning
Sergey Edunov, Myle Ott, Michael Auli, David Grangier, Marc'Aurelio Ranzato