Myle Ott

Research Engineer, Facebook

Joined

October 2017

Names

Myle Ott

Emails

****@fb.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Research Engineer

Facebook (fb.com)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

NormFormer: Improved Transformer Pretraining with Extra Normalization
Sam Shleifer, Myle Ott
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
On Anytime Learning at Macroscale
Lucas Caccia, Jing Xu, Myle Ott, MarcAurelio Ranzato, Ludovic Denoyer
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences
Alexander Rives, Joshua Meier, Tom Sercu, Siddharth Goyal, Zeming Lin, Demi Guo, Myle Ott, Jerry Ma, Rob Fergus
- 12 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Few-shot Sequence Learning with Transformers
Lajanugen Logeswaran, Ann Lee, Myle Ott, Honglak Lee, MarcAurelio Ranzato, Arthur Szlam
- 10 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
fairseq: A Fast, Extensible Toolkit for Sequence Modeling
Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli
- 2019 (modified: 12 Nov 2022)
- NAACL-HLT (Demonstrations) 2019
- Readers: Everyone
Mixture Models for Diverse Machine Translation: Tricks of the Trade
Tianxiao Shen, Myle Ott, Michael Auli, Marc'Aurelio Ranzato
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone
Classical Structured Prediction Losses for Sequence to Sequence Learning
Sergey Edunov, Myle Ott, Michael Auli, David Grangier, Marc'Aurelio Ranzato
- 2018 (modified: 16 Jul 2019)
- NAACL-HLT 2018
- Readers: Everyone
Analyzing Uncertainty in Neural Machine Translation
Myle Ott, Michael Auli, David Grangier, Marc'Aurelio Ranzato
- 2018 (modified: 11 Nov 2022)
- ICML 2018
- Readers: Everyone
Understanding Back-Translation at Scale
Sergey Edunov, Myle Ott, Michael Auli, David Grangier
- 2018 (modified: 16 Jul 2019)
- EMNLP 2018
- Readers: Everyone
Phrase-Based & Neural Unsupervised Machine Translation
Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
- 2018 (modified: 16 Jul 2019)
- EMNLP 2018
- Readers: Everyone

View all 15 publications

Co-Authors

View all 33 co-authors