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ORCIDWolfgang Macherey
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2020 – today
- 2024
[c34]Shira Wein, Te I, Colin Cherry, Juraj Juraska, Dirk Padfield, Wolfgang Macherey:
Barriers to Effective Evaluation of Simultaneous Interpretation. EACL (Findings) 2024: 209-219- 2023
- [c33]Yong Cheng, Yu Zhang, Melvin Johnson, Wolfgang Macherey, Ankur Bapna:
Mu2SLAM: Multitask, Multilingual Speech and Language Models. ICML 2023: 5504-5520 - [c32]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 - [i22]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 abs/2306.17842 (2023) - [i21]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 abs/2308.08998 (2023) - 2022
- [c31]Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey:
Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation. ACL (1) 2022: 4092-4102 - [i20]Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey:
Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation. CoRR abs/2203.07627 (2022) - [i19]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 abs/2205.03983 (2022) - [i18]Yong Cheng, Yu Zhang, Melvin Johnson, Wolfgang Macherey, Ankur Bapna:
Mu2SLAM: Multitask, Multilingual Speech and Language Models. CoRR abs/2212.09553 (2022) - 2021
- [j4]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: 1460-1474 (2021) - [c30]Yong Cheng, Wei Wang, Lu Jiang, Wolfgang Macherey:
Self-supervised and Supervised Joint Training for Resource-rich Machine Translation. ICML 2021: 1825-1835 - [i17]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 abs/2104.14478 (2021) - [i16]Yong Cheng, Wei Wang, Lu Jiang, Wolfgang Macherey:
Self-supervised and Supervised Joint Training for Resource-rich Machine Translation. CoRR abs/2106.04060 (2021) - 2020
- [c29]Yong Cheng, Lu Jiang, Wolfgang Macherey, Jacob Eisenstein:
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation. ACL 2020: 5961-5970 - [c28]Wei Wang, Klaus Macherey, Wolfgang Macherey, Franz Josef Och, Peng Xu:
Improved Domain Adaptation for Statistical Machine Translation. AMTA 2020 - [c27]Zorik Gekhman, Roee Aharoni, Genady Beryozkin, Markus Freitag, Wolfgang Macherey:
KoBE: Knowledge-Based Machine Translation Evaluation. EMNLP (Findings) 2020: 3200-3207 - [c26]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: 7919-7923 - [c25]Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, George F. Foster:
Re-translation versus Streaming for Simultaneous Translation. IWSLT 2020: 220-227 - [i15]Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, George F. Foster:
Re-translation versus Streaming for Simultaneous Translation. CoRR abs/2004.03643 (2020) - [i14]Yong Cheng, Lu Jiang, Wolfgang Macherey, Jacob Eisenstein:
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation. CoRR abs/2006.11834 (2020) - [i13]Zorik Gekhman, Roee Aharoni, Genady Beryozkin, Markus Freitag, Wolfgang Macherey:
KoBE: Knowledge-Based Machine Translation Evaluation. CoRR abs/2009.11027 (2020)
2010 – 2019
- 2019
- [c24]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: 1313-1323 - [c23]Yong Cheng, Lu Jiang, Wolfgang Macherey:
Robust Neural Machine Translation with Doubly Adversarial Inputs. ACL (1) 2019: 4324-4333 - [c22]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: 7180-7184 - [c21]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: 1123-1127 - [i12]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 abs/1902.08295 (2019) - [i11]Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Roee Aharoni, Melvin Johnson, Wolfgang Macherey:
The Missing Ingredient in Zero-Shot Neural Machine Translation. CoRR abs/1903.07091 (2019) - [i10]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 abs/1904.06037 (2019) - [i9]Yong Cheng, Lu Jiang, Wolfgang Macherey:
Robust Neural Machine Translation with Doubly Adversarial Inputs. CoRR abs/1906.02443 (2019) - [i8]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 abs/1906.05218 (2019) - [i7]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 abs/1907.05019 (2019) - [i6]Naveen Arivazhagan, Colin Cherry, Te I, Wolfgang Macherey, Pallavi Baljekar, George F. Foster:
Re-Translation Strategies For Long Form, Simultaneous, Spoken Language Translation. CoRR abs/1912.03393 (2019) - 2018
- [c20]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: 76-86 - [c19]Colin Cherry, George F. Foster, Ankur Bapna, Orhan Firat, Wolfgang Macherey:
Revisiting Character-Based Neural Machine Translation with Capacity and Compression. EMNLP 2018: 4295-4305 - [i5]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 abs/1804.09849 (2018) - [i4]Colin Cherry, George F. Foster, Ankur Bapna, Orhan Firat, Wolfgang Macherey:
Revisiting Character-Based Neural Machine Translation with Capacity and Compression. CoRR abs/1808.09943 (2018) - [i3]Akiko Eriguchi, Melvin Johnson, Orhan Firat, Hideto Kazawa, Wolfgang Macherey:
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation. CoRR abs/1809.04686 (2018) - [i2]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 abs/1811.02050 (2018) - 2016
- [i1]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 abs/1609.08144 (2016) - 2010
- [b1]Wolfgang Macherey:
Discriminative training and acoustic modeling for automatic speech recognition. RWTH Aachen University, 2010, pp. 1-200 - [c18]Cyril Allauzen, Shankar Kumar, Wolfgang Macherey, Mehryar Mohri, Michael Riley:
Expected Sequence Similarity Maximization. HLT-NAACL 2010: 957-965
2000 – 2009
- 2009
- [c17]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: 163-171 - 2008
- [c16]Roy Tromble, Shankar Kumar, Franz Josef Och, Wolfgang Macherey:
Lattice Minimum Bayes-Risk Decoding for Statistical Machine Translation. EMNLP 2008: 620-629 - [c15]Wolfgang Macherey, Franz Josef Och, Ignacio Thayer, Jakob Uszkoreit:
Lattice-based Minimum Error Rate Training for Statistical Machine Translation. EMNLP 2008: 725-734 - 2007
- [c14]Shankar Kumar, Franz Josef Och, Wolfgang Macherey:
Improving Word Alignment with Bridge Languages. EMNLP-CoNLL 2007: 42-50 - [c13]Wolfgang Macherey, Franz Josef Och:
An Empirical Study on Computing Consensus Translations from Multiple Machine Translation Systems. EMNLP-CoNLL 2007: 986-995 - 2005
- [c12]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: 652-661 - [c11]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 - [c10]Wolfgang Macherey, Lars Haferkamp, Ralf Schlüter, Hermann Ney:
Investigations on error minimizing training criteria for discriminative training in automatic speech recognition. INTERSPEECH 2005: 2133-2136 - 2004
- [j3]Daniel Keysers, Wolfgang Macherey, Hermann Ney, Jörg Dahmen:
Adaptation in Statistical Pattern Recognition Using Tangent Vectors. IEEE Trans. Pattern Anal. Mach. Intell. 26(2): 269-274 (2004) - [c9]Wolfgang Macherey, Ralf Schlüter, Hermann Ney:
Discriminative training with tied covariance matrices. INTERSPEECH 2004: 705-708 - 2003
- [j2]Wolfgang Macherey, Hans Jörg Viechtbauer, Hermann Ney:
Probabilistic Aspects in Spoken Document Retrieval. EURASIP J. Adv. Signal Process. 2003(2): 115-127 (2003) - [c8]Wolfgang Macherey, Hermann Ney:
A comparative study on maximum entropy and discriminative training for acoustic modeling in automatic speech recognition. INTERSPEECH 2003: 493-496 - 2002
- [c7]Wolfgang Macherey, Hermann Ney:
Towards automatic corpus preparation for a German broadcast news transcription system. ICASSP 2002: 733-736 - [c6]Wolfgang Macherey, Hans Jörg Viechtbauer, Hermann Ney:
Probabilistic retrieval based on document representations. INTERSPEECH 2002: 1481-1484 - 2001
- [j1]Ralf Schlüter, Wolfgang Macherey, Boris Müller, Hermann Ney:
Comparison of discriminative training criteria and optimization methods for speech recognition. Speech Commun. 34(3): 287-310 (2001) - [c5]Daniel Keysers, Wolfgang Macherey, Jörg Dahmen, Hermann Ney:
Learning of Variability for Invariant Statistical Pattern Recognition. ECML 2001: 263-275 - [c4]Wolfgang Macherey, Daniel Keysers, Jörg Dahmen, Hermann Ney:
Improving automatic speech recognition using tangent distance. INTERSPEECH 2001: 1825-1828
1990 – 1999
- 1999
- [c3]Ralf Schlüter, Wolfgang Macherey, Boris Müller, Hermann Ney:
A combined maximum mutual information and maximum likelihood approach for mixture density splitting. EUROSPEECH 1999: 1715-1718 - 1998
- [c2]Ralf Schlüter, Wolfgang Macherey:
Comparison of discriminative training criteria. ICASSP 1998: 493-496 - 1997
- [c1]Ralf Schlüter, Wolfgang Macherey, Stephan Kanthak, Hermann Ney, Lutz Welling:
Comparison of optimization methods for discriminative training criteria. EUROSPEECH 1997: 15-18
Coauthor Index
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