Wolfgang Macherey

According to our database, Wolfgang Macherey authored at least 46 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Barriers to Effective Evaluation of Simultaneous Interpretation.

Shira Wein, Te I, Colin Cherry, Juraj Juraska, Dirk Padfield, Wolfgang Macherey

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023

Reinforced Self-Training (ReST) for Language Modeling.

Çaglar Gülçehre, Tom Le Paine, Srivatsan Srinivasan, Ksenia Konyushkova, Lotte Weerts, Abhishek Sharma, Aditya Siddhant, Alex Ahern, Miaosen Wang, Chenjie Gu, Wolfgang Macherey, Arnaud Doucet, Orhan Firat, Nando de Freitas

CoRR, 2023

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 P. Murphy, Alexander G. Hauptmann, Lu Jiang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Mu²SLAM: Multitask, Multilingual Speech and Language Models.

Yong Cheng, Yu Zhang, Melvin Johnson, Wolfgang Macherey, Ankur Bapna

Proceedings of the International Conference on Machine Learning, 2023

2022

Building Machine Translation Systems for the Next Thousand Languages.

Ankur Bapna, Isaac Caswell, Julia Kreutzer, Orhan Firat, Daan van Esch, Aditya Siddhant, Mengmeng Niu, Pallavi Baljekar, Xavier Garcia, Wolfgang Macherey, Theresa Breiner, Vera Axelrod, Jason Riesa, Yuan Cao, Mia Xu Chen, Klaus Macherey, Maxim Krikun, Pidong Wang, Alexander Gutkin, Apurva Shah, Yanping Huang, Zhifeng Chen, Yonghui Wu, Macduff Hughes

CoRR, 2022

Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation.

Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine Translation.

Markus Freitag, George F. Foster, David Grangier, Viresh Ratnakar, Qijun Tan, Wolfgang Macherey

Trans. Assoc. Comput. Linguistics, 2021

Self-supervised and Supervised Joint Training for Resource-rich Machine Translation.

Yong Cheng, Wei Wang, Lu Jiang, Wolfgang Macherey

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Re-translation versus Streaming for Simultaneous Translation.

Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, George F. Foster

Proceedings of the 17th International Conference on Spoken Language Translation, 2020

Re-Translation Strategies for Long Form, Simultaneous, Spoken Language Translation.

Naveen Arivazhagan, Colin Cherry, Te I, Wolfgang Macherey, Pallavi Baljekar, George F. Foster

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

KoBE: Knowledge-Based Machine Translation Evaluation.

Zorik Gekhman, Roee Aharoni, Genady Beryozkin, Markus Freitag, Wolfgang Macherey

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Improved Domain Adaptation for Statistical Machine Translation.

Wei Wang, Klaus Macherey, Wolfgang Macherey, Franz Josef Och, Peng Xu

Proceedings of the 10th Conference of the Association for Machine Translation in the Americas: Research Papers, 2020

AdvAug: Robust Adversarial Augmentation for Neural Machine Translation.

Yong Cheng, Lu Jiang, Wolfgang Macherey, Jacob Eisenstein

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges.

Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Dmitry Lepikhin, Melvin Johnson, Maxim Krikun, Mia Xu Chen, Yuan Cao, George F. Foster, Colin Cherry, Wolfgang Macherey, Zhifeng Chen, Yonghui Wu

CoRR, 2019

The Missing Ingredient in Zero-Shot Neural Machine Translation.

Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Roee Aharoni, Melvin Johnson, Wolfgang Macherey

CoRR, 2019

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling.

Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon

CoRR, 2019

Direct Speech-to-Speech Translation with a Sequence-to-Sequence Model.

Ye Jia, Ron J. Weiss, Fadi Biadsy, Wolfgang Macherey, Melvin Johnson, Zhifeng Chen, Yonghui Wu

Proceedings of the Interspeech 2019, 2019

Leveraging Weakly Supervised Data to Improve End-to-end Speech-to-text Translation.

Ye Jia, Melvin Johnson, Wolfgang Macherey, Ron J. Weiss, Yuan Cao, Chung-Cheng Chiu, Naveen Ari, Stella Laurenzo, Yonghui Wu

Proceedings of the IEEE International Conference on Acoustics, 2019

Robust Neural Machine Translation with Doubly Adversarial Inputs.

Yong Cheng, Lu Jiang, Wolfgang Macherey

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Monotonic Infinite Lookback Attention for Simultaneous Machine Translation.

Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, Chung-Cheng Chiu, Semih Yavuz, Ruoming Pang, Wei Li, Colin Raffel

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation.

Akiko Eriguchi, Melvin Johnson, Orhan Firat, Hideto Kazawa, Wolfgang Macherey

CoRR, 2018

The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation.

Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey, George F. Foster, Llion Jones, Niki Parmar, Mike Schuster, Zhifeng Chen, Yonghui Wu, Macduff Hughes

CoRR, 2018

Revisiting Character-Based Neural Machine Translation with Capacity and Compression.

Colin Cherry, George F. Foster, Ankur Bapna, Orhan Firat, Wolfgang Macherey

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation.

Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey, George F. Foster, Llion Jones, Mike Schuster, Noam Shazeer, Niki Parmar, Ashish Vaswani, Jakob Uszkoreit, Lukasz Kaiser, Zhifeng Chen, Yonghui Wu, Macduff Hughes

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2016

Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation.

Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V. Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, Jeff Klingner, Apurva Shah, Melvin Johnson, Xiaobing Liu, Lukasz Kaiser, Stephan Gouws, Yoshikiyo Kato, Taku Kudo, Hideto Kazawa, Keith Stevens, George Kurian, Nishant Patil, Wei Wang, Cliff Young, Jason Smith, Jason Riesa, Alex Rudnick, Oriol Vinyals, Greg Corrado, Macduff Hughes, Jeffrey Dean

CoRR, 2016

2010

Discriminative training and acoustic modeling for automatic speech recognition.

Wolfgang Macherey

PhD thesis, 2010

Expected Sequence Similarity Maximization.

Cyril Allauzen, Shankar Kumar, Wolfgang Macherey, Mehryar Mohri, Michael Riley

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

2009

Efficient Minimum Error Rate Training and Minimum Bayes-Risk Decoding for Translation Hypergraphs and Lattices.

Shankar Kumar, Wolfgang Macherey, Chris Dyer, Franz Josef Och

Proceedings of the ACL 2009, 2009

2008

Lattice Minimum Bayes-Risk Decoding for Statistical Machine Translation.

Roy Tromble, Shankar Kumar, Franz Josef Och, Wolfgang Macherey

Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Lattice-based Minimum Error Rate Training for Statistical Machine Translation.

Wolfgang Macherey, Franz Josef Och, Ignacio Thayer, Jakob Uszkoreit

Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

2007

An Empirical Study on Computing Consensus Translations from Multiple Machine Translation Systems.

Wolfgang Macherey, Franz Josef Och

Proceedings of the EMNLP-CoNLL 2007, 2007

Improving Word Alignment with Bridge Languages.

Shankar Kumar, Franz Josef Och, Wolfgang Macherey

Proceedings of the EMNLP-CoNLL 2007, 2007

2005

Investigations on error minimizing training criteria for discriminative training in automatic speech recognition.

Wolfgang Macherey, Lars Haferkamp, Ralf Schlüter, Hermann Ney

Proceedings of the INTERSPEECH 2005, 2005

FIRE in ImageCLEF 2005: Combining Content-Based Image Retrieval with Textual Information Retrieval.

Thomas Deselaers, Tobias Weyand, Daniel Keysers, Wolfgang Macherey, Hermann Ney

Proceedings of the Accessing Multilingual Information Repositories, 2005

2004

Adaptation in Statistical Pattern Recognition Using Tangent Vectors.

Daniel Keysers, Wolfgang Macherey, Hermann Ney, Jörg Dahmen

IEEE Trans. Pattern Anal. Mach. Intell., 2004

Discriminative training with tied covariance matrices.

Wolfgang Macherey, Ralf Schlüter, Hermann Ney

Proceedings of the INTERSPEECH 2004, 2004

2003

Probabilistic Aspects in Spoken Document Retrieval.

Wolfgang Macherey, Hans Jörg Viechtbauer, Hermann Ney

EURASIP J. Adv. Signal Process., 2003

A comparative study on maximum entropy and discriminative training for acoustic modeling in automatic speech recognition.

Wolfgang Macherey, Hermann Ney

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002

Probabilistic retrieval based on document representations.

Wolfgang Macherey, Hans Jörg Viechtbauer, Hermann Ney

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Towards automatic corpus preparation for a German broadcast news transcription system.

Wolfgang Macherey, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2002

2001

Comparison of discriminative training criteria and optimization methods for speech recognition.

Ralf Schlüter, Wolfgang Macherey, Boris Müller, Hermann Ney

Speech Commun., 2001

Improving automatic speech recognition using tangent distance.

Wolfgang Macherey, Daniel Keysers, Jörg Dahmen, Hermann Ney

Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Learning of Variability for Invariant Statistical Pattern Recognition.

Daniel Keysers, Wolfgang Macherey, Jörg Dahmen, Hermann Ney

Proceedings of the Machine Learning: EMCL 2001, 2001

1999

A combined maximum mutual information and maximum likelihood approach for mixture density splitting.

Ralf Schlüter, Wolfgang Macherey, Boris Müller, Hermann Ney

Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998

Comparison of discriminative training criteria.

Ralf Schlüter, Wolfgang Macherey

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997

Comparison of optimization methods for discriminative training criteria.

Ralf Schlüter, Wolfgang Macherey, Stephan Kanthak, Hermann Ney, Lutz Welling

Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997