Michael Denkowski

Researcher, Amazon

Joined

June 2023

Names

Michael Denkowski (Preferred)

Michael J. Denkowski

Emails

****@gmail.com (Confirmed)

****@amazon.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2015 – Present

PhD student

School of Computer Science, Carnegie Mellon University (cs.cmu.edu)

2008 – 2015

Advisors, Relations & Conflicts

No relations added

Expertise

Machine Translation

Present

Large Language Models

Present

Publications

Sockeye 3: Fast Neural Machine Translation with PyTorch
Felix Hieber, Michael J. Denkowski, Tobias Domhan, Barbara Darques Barros, Celina Dong Ye, Xing Niu, Cuong Hoang, Ke Tran, Benjamin Hsu, Maria Nadejde, Surafel Melaku Lakew, Prashant Mathur, Marcello Federico, Anna Currey
- 2022 (modified: 06 Oct 2022)
- CoRR 2022
- Readers: Everyone
The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020
Tobias Domhan, Michael J. Denkowski, David Vilar, Xing Niu, Felix Hieber, Kenneth Heafield
- 2020 (modified: 15 Oct 2021)
- AMTA 2020
- Readers: Everyone
The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020
Tobias Domhan, Michael J. Denkowski, David Vilar, Xing Niu, Felix Hieber, Kenneth Heafield
- 2020 (modified: 08 Nov 2021)
- CoRR 2020
- Readers: Everyone
Sockeye 2: A Toolkit for Neural Machine Translation
Felix Hieber, Tobias Domhan, Michael J. Denkowski, David Vilar
- 2020 (modified: 12 Jan 2022)
- EAMT 2020
- Readers: Everyone
Challenges in Predicting Machine Translation Utility for Human Post-Editors
Michael J. Denkowski, Alon Lavie
- Published: 01 Jan 2020, Last Modified: 27 Jun 2023
- AMTA 2020
- Readers: Everyone
Bi-Directional Neural Machine Translation with Synthetic Parallel Data
Xing Niu, Michael J. Denkowski, Marine Carpuat
- 2018 (modified: 15 Oct 2021)
- NMT@ACL 2018
- Readers: Everyone
The Sockeye Neural Machine Translation Toolkit at AMTA 2018
Felix Hieber, Tobias Domhan, Michael J. Denkowski, David Vilar, Artem Sokolov, Ann Clifton, Matt Post
- 2018 (modified: 12 Jan 2022)
- AMTA (1) 2018
- Readers: Everyone
Bi-Directional Neural Machine Translation with Synthetic Parallel Data
Xing Niu, Michael J. Denkowski, Marine Carpuat
- Published: 01 Jan 2018, Last Modified: 27 Jun 2023
- CoRR 2018
- Readers: Everyone
Stronger Baselines for Trustable Results in Neural Machine Translation
Michael J. Denkowski, Graham Neubig
- 2017 (modified: 27 Jun 2023)
- NMT@ACL 2017
- Readers: Everyone
Stronger Baselines for Trustable Results in Neural Machine Translation
Michael J. Denkowski, Graham Neubig
- 2017 (modified: 27 Jun 2023)
- CoRR 2017
- Readers: Everyone

View all 23 publications

Co-Authors

View all 32 co-authors