Tobias Domhan

Researcher, Google

Joined

July 2019

Names

Tobias Domhan

Emails

****@gmail.com (Confirmed)

****@amazon.com

****@amazon.de

****@google.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google (google.com)

2025 – Present

Researcher

Amazon (amazon.com)

2014 – 2025

MS student

University of Massachusetts at Amherst (umass.edu)

2012 – 2013

MS student

Albert-Ludwigs-Universität Freiburg (uni-freiburg.de)

2011 – 2013

Advisors, Relations & Conflicts

Coauthor

Frank Hutter

Present

Coworker

Markus Freitag

Present

Coworker

David Vilar

Present

Expertise

Natural Language Processing

2014 – Present

Machine Translation

2014 – Present

Machine Learning

2012 – Present

Deep Learning

2012 – Present

Publications

Mind the Gap... or Not? How Translation Errors and Evaluation Details Skew Multilingual Results
Jan-Thorsten Peter, David Vilar, Tobias Domhan, Dan Malkin, Markus Freitag
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Trained MT Metrics Learn to Cope with Machine-translated References
Sony Trenous, Jannis Vamvas, Tobias Domhan, Rico Sennrich, Eva Hasler
- 01 Feb 2024
- OpenReview Archive Direct Upload
- Readers: Everyone
The devil is in the details: on the pitfalls of vocabulary selection in neural machine translation.
Sony Trenous, Tobias Domhan, Eva Hasler, Ke Tran, Felix Hieber, Bill Byrne
- 01 Feb 2024
- OpenReview Archive Direct Upload
- Readers: Everyone
Improving the quality trade-off for neural machine translation multi-domain adaptation
Sony Trenous, Tobias Domhan, Eva Hasler, Felix Hieber, Ke Tran, Bill Byrne
- 29 Jan 2024
- OpenReview Archive Direct Upload
- Readers: Everyone
Improving the Quality Trade-Off for Neural Machine Translation Multi-Domain Adaptation
Eva Hasler, Tobias Domhan, Jonay Trenous, Ke Tran, Bill Byrne, Felix Hieber
- 2021 (modified: 12 Nov 2021)
- EMNLP (1) 2021
- 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
How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures
Tobias Domhan
- 2018 (modified: 16 Jul 2019)
- ACL (1) 2018
- Readers: Everyone
Image Captioning as Neural Machine Translation Task in SOCKEYE
Loris Bazzani, Tobias Domhan, Felix Hieber
- 2018 (modified: 12 Jan 2022)
- CoRR 2018
- Readers: Everyone

View all 14 publications

Tobias Domhan

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors