Wolfgang Macherey

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 39

Top Venues

CoRR

ACL (1)

ICASSP

ICML

RWTH Aachen University (PHD)

Education History

RWTH Aachen University

PHD

Publications

Shira Wein, Te I, Colin Cherry, Juraj Juraska, Dirk Padfield, Wolfgang Macherey
Barriers to Effective Evaluation of Simultaneous Interpretation. EACL (Findings) (2024)
Lijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A. Ross, Irfan Essa, Yonatan Bisk, Ming-Hsuan Yang, Kevin Murphy, Alexander G. Hauptmann, Lu Jiang
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs. CoRR (2023)
Yong Cheng, Yu Zhang, Melvin Johnson, Wolfgang Macherey, Ankur Bapna
SLAM: Multitask, Multilingual Speech and Language Models. ICML (2023)
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
Reinforced Self-Training (ReST) for Language Modeling. CoRR (2023)
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
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs. NeurIPS (2023)
Yong Cheng, Yu Zhang, Melvin Johnson, Wolfgang Macherey, Ankur Bapna
SLAM: Multitask, Multilingual Speech and Language Models. CoRR (2022)
Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey
Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation. CoRR (2022)
Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey
Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation. ACL (1) (2022)
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
Building Machine Translation Systems for the Next Thousand Languages. CoRR (2022)
Yong Cheng, Wei Wang, Lu Jiang, Wolfgang Macherey
Self-supervised and Supervised Joint Training for Resource-rich Machine Translation. CoRR (2021)
Markus Freitag, George F. Foster, David Grangier, Viresh Ratnakar, Qijun Tan, Wolfgang Macherey
Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine Translation. Trans. Assoc. Comput. Linguistics 9 (2021)
Yong Cheng, Wei Wang, Lu Jiang, Wolfgang Macherey
Self-supervised and Supervised Joint Training for Resource-rich Machine Translation. ICML (2021)
Markus Freitag, George F. Foster, David Grangier, Viresh Ratnakar, Qijun Tan, Wolfgang Macherey
Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine Translation. CoRR (2021)
Zorik Gekhman, Roee Aharoni, Genady Beryozkin, Markus Freitag, Wolfgang Macherey
KoBE: Knowledge-Based Machine Translation Evaluation. EMNLP (Findings) (2020)
Yong Cheng, Lu Jiang, Wolfgang Macherey, Jacob Eisenstein
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation. CoRR (2020)
Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, George F. Foster
Re-translation versus Streaming for Simultaneous Translation. IWSLT (2020)
Naveen Arivazhagan, Colin Cherry, Te I, Wolfgang Macherey, Pallavi Baljekar, George F. Foster
Re-Translation Strategies for Long Form, Simultaneous, Spoken Language Translation. ICASSP (2020)
Yong Cheng, Lu Jiang, Wolfgang Macherey, Jacob Eisenstein
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation. ACL (2020)
Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, George F. Foster
Re-translation versus Streaming for Simultaneous Translation. CoRR (2020)
Zorik Gekhman, Roee Aharoni, Genady Beryozkin, Markus Freitag, Wolfgang Macherey
KoBE: Knowledge-Based Machine Translation Evaluation. CoRR (2020)
Wei Wang, Klaus Macherey, Wolfgang Macherey, Franz Josef Och, Peng Xu
Improved Domain Adaptation for Statistical Machine Translation. AMTA (2020)
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
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges. CoRR (2019)
Ye Jia, Melvin Johnson, Wolfgang Macherey, Ron J. Weiss, Yuan Cao, Chung-Cheng Chiu, Naveen Ari, Stella Laurenzo, Yonghui Wu
Leveraging Weakly Supervised Data to Improve End-to-end Speech-to-text Translation. ICASSP (2019)
Ye Jia, Ron J. Weiss, Fadi Biadsy, Wolfgang Macherey, Melvin Johnson, Zhifeng Chen, Yonghui Wu
Direct speech-to-speech translation with a sequence-to-sequence model. CoRR (2019)
Naveen Arivazhagan, Colin Cherry, Te I, Wolfgang Macherey, Pallavi Baljekar, George F. Foster
Re-Translation Strategies For Long Form, Simultaneous, Spoken Language Translation. CoRR (2019)
Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Roee Aharoni, Melvin Johnson, Wolfgang Macherey
The Missing Ingredient in Zero-Shot Neural Machine Translation. CoRR (2019)
Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, Chung-Cheng Chiu, Semih Yavuz, Ruoming Pang, Wei Li, Colin Raffel
Monotonic Infinite Lookback Attention for Simultaneous Machine Translation. ACL (1) (2019)
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
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling. CoRR (2019)
Yong Cheng, Lu Jiang, Wolfgang Macherey
Robust Neural Machine Translation with Doubly Adversarial Inputs. ACL (1) (2019)
Yong Cheng, Lu Jiang, Wolfgang Macherey
Robust Neural Machine Translation with Doubly Adversarial Inputs. CoRR (2019)
Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, Chung-Cheng Chiu, Semih Yavuz, Ruoming Pang, Wei Li, Colin Raffel
Monotonic Infinite Lookback Attention for Simultaneous Machine Translation. CoRR (2019)
Ye Jia, Ron J. Weiss, Fadi Biadsy, Wolfgang Macherey, Melvin Johnson, Zhifeng Chen, Yonghui Wu
Direct Speech-to-Speech Translation with a Sequence-to-Sequence Model. INTERSPEECH (2019)
Ye Jia, Melvin Johnson, Wolfgang Macherey, Ron J. Weiss, Yuan Cao, Chung-Cheng Chiu, Naveen Ari, Stella Laurenzo, Yonghui Wu
Leveraging Weakly Supervised Data to Improve End-to-End Speech-to-Text Translation. CoRR (2018)
Akiko Eriguchi, Melvin Johnson, Orhan Firat, Hideto Kazawa, Wolfgang Macherey
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation. CoRR (2018)
Colin Cherry, George F. Foster, Ankur Bapna, Orhan Firat, Wolfgang Macherey
Revisiting Character-Based Neural Machine Translation with Capacity and Compression. CoRR (2018)
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
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation. CoRR (2018)
Colin Cherry, George F. Foster, Ankur Bapna, Orhan Firat, Wolfgang Macherey
Revisiting Character-Based Neural Machine Translation with Capacity and Compression. EMNLP (2018)
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
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation. ACL (1) (2018)
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
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation. CoRR (2016)
Cyril Allauzen, Shankar Kumar, Wolfgang Macherey, Mehryar Mohri, Michael Riley
Expected Sequence Similarity Maximization. HLT-NAACL (2010)
Shankar Kumar, Wolfgang Macherey, Chris Dyer, Franz Josef Och
Efficient Minimum Error Rate Training and Minimum Bayes-Risk Decoding for Translation Hypergraphs and Lattices. ACL/IJCNLP (2009)
Roy Tromble, Shankar Kumar, Franz Josef Och, Wolfgang Macherey
Lattice Minimum Bayes-Risk Decoding for Statistical Machine Translation. EMNLP (2008)
Wolfgang Macherey, Franz Josef Och, Ignacio Thayer, Jakob Uszkoreit
Lattice-based Minimum Error Rate Training for Statistical Machine Translation. EMNLP (2008)
Shankar Kumar, Franz Josef Och, Wolfgang Macherey
Improving Word Alignment with Bridge Languages. EMNLP-CoNLL (2007)
Wolfgang Macherey, Franz Josef Och
An Empirical Study on Computing Consensus Translations from Multiple Machine Translation Systems. EMNLP-CoNLL (2007)
Wolfgang Macherey, Lars Haferkamp, Ralf Schlüter, Hermann Ney
Investigations on error minimizing training criteria for discriminative training in automatic speech recognition. INTERSPEECH (2005)
Thomas Deselaers, Tobias Weyand, Daniel Keysers, Wolfgang Macherey, Hermann Ney
FIRE in ImageCLEF 2005: Combining Content-Based Image Retrieval with Textual Information Retrieval. CLEF (2005)
Thomas Deselaers, Tobias Weyand, Daniel Keysers, Wolfgang Macherey, Hermann Ney
FIRE in ImageCLEF 2005: Combining Content-based Image Retrieval with Textual Information Retrieval. CLEF (Working Notes) (2005)
Wolfgang Macherey, Ralf Schlüter, Hermann Ney
Discriminative training with tied covariance matrices. INTERSPEECH (2004)
Daniel Keysers, Wolfgang Macherey, Hermann Ney, Jörg Dahmen
Adaptation in Statistical Pattern Recognition Using Tangent Vectors. IEEE Trans. Pattern Anal. Mach. Intell. 26 (2) (2004)
Wolfgang Macherey, Hans Jörg Viechtbauer, Hermann Ney
Probabilistic Aspects in Spoken Document Retrieval. EURASIP J. Adv. Signal Process. 2003 (2) (2003)
Wolfgang Macherey, Hermann Ney
A comparative study on maximum entropy and discriminative training for acoustic modeling in automatic speech recognition. INTERSPEECH (2003)
Wolfgang Macherey, Hermann Ney
Towards automatic corpus preparation for a German broadcast news transcription system. ICASSP (2002)
Wolfgang Macherey, Hans Jörg Viechtbauer, Hermann Ney
Probabilistic retrieval based on document representations. INTERSPEECH (2002)
Wolfgang Macherey, Daniel Keysers, Jörg Dahmen, Hermann Ney
Improving automatic speech recognition using tangent distance. INTERSPEECH (2001)
Daniel Keysers, Wolfgang Macherey, Jörg Dahmen, Hermann Ney
Learning of Variability for Invariant Statistical Pattern Recognition. ECML (2001)
Ralf Schlüter, Wolfgang Macherey, Boris Müller, Hermann Ney
Comparison of discriminative training criteria and optimization methods for speech recognition. Speech Commun. 34 (3) (2001)
Ralf Schlüter, Wolfgang Macherey, Boris Müller, Hermann Ney
A combined maximum mutual information and maximum likelihood approach for mixture density splitting. EUROSPEECH (1999)
Ralf Schlüter, Wolfgang Macherey
Comparison of discriminative training criteria. ICASSP (1998)
Ralf Schlüter, Wolfgang Macherey, Stephan Kanthak, Hermann Ney, Lutz Welling
Comparison of optimization methods for discriminative training criteria. EUROSPEECH (1997)

Wolfgang Macherey.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

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Wolfgang Macherey