Stephan Gouws
Stephan Gouws
Research Scientist, Google DeepMind
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Google's neural machine translation system: Bridging the gap between human and machine translation
Y Wu, M Schuster, Z Chen, QV Le, M Norouzi, W Macherey, M Krikun, ...
arXiv preprint arXiv:1609.08144, 2016
31702016
Bilbowa: Fast bilingual distributed representations without word alignments
S Gouws, Y Bengio, G Corrado
International Conference on Machine Learning (ICML), 2015
3142015
Tensor2tensor for neural machine translation
A Vaswani, S Bengio, E Brevdo, F Chollet, AN Gomez, S Gouws, L Jones, ...
arXiv preprint arXiv:1803.07416, 2018
2752018
Universal transformers
M Dehghani, S Gouws, O Vinyals, J Uszkoreit, Ł Kaiser
International Conference on Learning Representations (ICLR), 2019
1932019
Generating high-quality and informative conversation responses with sequence-to-sequence models
Y Shao, S Gouws, D Britz, A Goldie, B Strope, R Kurzweil
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
1222017
Simple task-specific bilingual word embeddings
S Gouws, A Søgaard
Proceedings of the 2015 Conference of the North American Chapter of the …, 2015
1212015
Contextual bearing on linguistic variation in social media
S Gouws, D Metzler, C Cai, E Hovy
Proceedings of the workshop on language in social media (LSM 2011), 20-29, 2011
1162011
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings
A Royer, K Bousmalis, S Gouws, F Bertsch, I Moressi, F Cole, K Murphy
arXiv preprint arXiv:1711.05139, 2017
572017
Unsupervised mining of lexical variants from noisy text
S Gouws, D Hovy, D Metzler
Proceedings of the First workshop on Unsupervised Learning in NLP, 82-90, 2011
552011
Generating long and diverse responses with neural conversation models
L Shao, S Gouws, D Britz, A Goldie, B Strope, R Kurzweil
arXiv preprint arXiv:1701.03185, 2017
462017
Measuring conceptual similarity by spreading activation over Wikipedia’s hyperlink structure
S Gouws, GJ Van Rooyen, HA Engelbrecht
Proceedings of the 2nd Workshop on The People’s Web Meets NLP …, 2010
392010
Google’s neural machine translation system: Bridging the gap between human and machine translation. CoRR abs/1609.08144 (2016)
Y Wu, M Schuster, Z Chen, QV Le, M Norouzi, W Macherey, M Krikun, ...
arXiv preprint arXiv:1609.08144, 2016
372016
Fidelity-weighted learning
M Dehghani, A Mehrjou, S Gouws, J Kamps, B Schölkopf
arXiv preprint arXiv:1711.02799, 2017
312017
Learning structural correspondences across different linguistic domains with synchronous neural language models
S Gouws, GJ Van Rooyen, MIH Medialab, Y Bengio
Proc. of the xLite Workshop on Cross-Lingual Technologies, NIPS, 2012
72012
Deep unsupervised feature learning for natural language processing
S Gouws
Proceedings of the NAACL HLT 2012 Student Research Workshop, 48-53, 2012
52012
Natural language processing
D Parsing
Proceedings of the ACL Workshop on Statistical NLP and Weighted Automata …, 2016
42016
Training neural word embeddings for transfer learning and translation
S Gouws
Stellenbosch: Stellenbosch University, 2016
22016
Evaluation and development of conceptual document similarity metrics with content-based recommender applications
S Gouws
Stellenbosch: University of Stellenbosch, 2010
22010
Universal transformers
M Dehghani, S Gouws, O Vinyals, JD Uszkoreit, LM Kaiser
US Patent 10,740,433, 2020
2020
Learning from Samples of Variable Quality
M Dehghani, A Mehrjou, S Gouws, J Kamps, B Schölkopf
2019
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