Wolfgang Macherey

Research Scientist, Google

Joined

October 2018

Names

Wolfgang Macherey (Preferred)

Emails

****@google.com (Confirmed)

Personal Links

DBLP

Career & Education History

Research Scientist

Google (google.com)

2005 – Present

PhD student

RWTH Aachen, RWTH Aachen University (informatik.rwth-aachen.de)

1999 – 2005

Advisors, Relations & Conflicts

No relations added

Expertise

Machine Translation

Speech Recognition

Machine Learning

Pattern Recognition

1995 – Present

Publications

SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs
Lijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A Ross, Irfan Essa, Yonatan Bisk, Ming-Hsuan Yang, Kevin Patrick Murphy, Alexander G Hauptmann, Lu Jiang
- NeurIPS 2023 spotlight
- Readers: Everyone
Mu$^2$SLAM: Multitask, Multilingual Speech and Language Models
Yong Cheng, Yu Zhang, Melvin Johnson, Wolfgang Macherey, Ankur Bapna
- ICML 2023 OralPoster
- Readers: Everyone
Self-supervised and Supervised Joint Training for Resource-rich Machine Translation
Yong Cheng, Wei Wang., Lu Jiang, Wolfgang Macherey
- 28 Sept 2020 (modified: 12 Oct 2025)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey, George Foster, Llion Jones, Mike Schuster, Noam Shazeer, Niki Parmar, Ashish Vaswani, Jakob Uszkoreit, Lukasz Kaiser, Zhifeng Chen, Yonghui Wu, Macduff Hughes
- 2018 (modified: 06 Apr 2025)
- ACL (1) 2018
- Readers: Everyone
Revisiting Character-Based Neural Machine Translation with Capacity and Compression
Colin Cherry, George Foster, Ankur Bapna, Orhan Firat, Wolfgang Macherey
- 2018 (modified: 16 Jul 2019)
- EMNLP 2018
- Readers: Everyone
Expected Sequence Similarity Maximization
Cyril Allauzen, Shankar Kumar, Wolfgang Macherey, Mehryar Mohri, Michael Riley
- 2010 (modified: 12 Nov 2022)
- HLT-NAACL 2010
- Readers: Everyone
Efficient Minimum Error Rate Training and Minimum Bayes-Risk Decoding for Translation Hypergraphs and Lattices
Shankar Kumar, Wolfgang Macherey, Chris Dyer, Franz Josef Och
- 2009 (modified: 13 Nov 2022)
- ACL/IJCNLP 2009
- Readers: Everyone
Lattice Minimum Bayes-Risk Decoding for Statistical Machine Translation
Roy Tromble, Shankar Kumar, Franz Josef Och, Wolfgang Macherey
- 2008 (modified: 10 Nov 2022)
- EMNLP 2008
- Readers: Everyone
Lattice-based Minimum Error Rate Training for Statistical Machine Translation
Wolfgang Macherey, Franz Josef Och, Ignacio Thayer, Jakob Uszkoreit
- 2008 (modified: 10 Nov 2022)
- EMNLP 2008
- Readers: Everyone
Improving Word Alignment with Bridge Languages
Shankar Kumar, Franz Josef Och, Wolfgang Macherey
- 2007 (modified: 10 Nov 2022)
- EMNLP-CoNLL 2007
- Readers: Everyone

View all 12 publications

Co-Authors

View all 41 co-authors