Wolfgang Macherey

61 papers A* 7A 6Misc 5Journal 26Unranked 16

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