Stephan Gouws

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 10

Top Topics

Semantic Constraints

Machine Translation

Top Venues

Publications

Mostafa Dehghani, Stephan Gouws, Oriol Vinyals, Jakob Uszkoreit, Lukasz Kaiser
Universal Transformers. ICLR (Poster) (2019)
Mostafa Dehghani, Arash Mehrjou, Stephan Gouws, Jaap Kamps, Bernhard Schölkopf
Fidelity-Weighted Learning. ICLR (Poster) (2018)
Ashish Vaswani, Samy Bengio, Eugene Brevdo, François Chollet, Aidan N. Gomez, Stephan Gouws, Llion Jones, Lukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, Jakob Uszkoreit
Tensor2Tensor for Neural Machine Translation. CoRR (2018)
Mostafa Dehghani, Stephan Gouws, Oriol Vinyals, Jakob Uszkoreit, Lukasz Kaiser
Universal Transformers. CoRR (2018)
Ashish Vaswani, Samy Bengio, Eugene Brevdo, François Chollet, Aidan N. Gomez, Stephan Gouws, Llion Jones, Lukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, Jakob Uszkoreit
Tensor2Tensor for Neural Machine Translation. AMTA (1) (2018)
Mostafa Dehghani, Arash Mehrjou, Stephan Gouws, Jaap Kamps, Bernhard Schölkopf
Fidelity-Weighted Learning. CoRR (2017)
Louis Shao, Stephan Gouws, Denny Britz, Anna Goldie, Brian Strope, Ray Kurzweil
Generating Long and Diverse Responses with Neural Conversation Models. CoRR (2017)
Amelie Royer, Konstantinos Bousmalis, Stephan Gouws, Fred Bertsch, Inbar Mosseri, Forrester Cole, Kevin Murphy
XGAN: Unsupervised Image-to-Image Translation for many-to-many Mappings. CoRR (2017)
Yuanlong Shao, Stephan Gouws, Denny Britz, Anna Goldie, Brian Strope, Ray Kurzweil
Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models. EMNLP (2017)
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)
Stephan Gouws, Anders Søgaard
Simple task-specific bilingual word embeddings. HLT-NAACL (2015)
Stephan Gouws, Yoshua Bengio, Greg Corrado
BilBOWA: Fast Bilingual Distributed Representations without Word Alignments. ICML (2015)
Stephan Gouws, Yoshua Bengio, Greg Corrado
BilBOWA: Fast Bilingual Distributed Representations without Word Alignments. CoRR (2014)
Stephan Gouws
Deep Unsupervised Feature Learning for Natural Language Processing. HLT-NAACL (2012)
Stephan Gouws, Eduard H. Hovy, Donald Metzler
Unsupervised Mining of Lexical Variants from Noisy Text. ULNLP@EMNLP (2011)
Stephan Gouws, G.-J. Rooyen, Herman A. Engelbrecht
Measuring Conceptual Similarity by Spreading Activation over Wikipedia's Hyperlink Structure. PWNLP@COLING (2010)