Measuring Conceptual Similarity by Spreading Activation over Wikipedia's Hyperlink Structure. - Stephan Gouws; Gert-Jan van Rooyen; Herman A. Engelbrecht (PWNLP@COLING, 2010)

Unsupervised Mining of Lexical Variants from Noisy Text. - Stephan Gouws; Eduard H. Hovy; Donald Metzler (ULNLP@EMNLP, 2011)

Deep Unsupervised Feature Learning for Natural Language Processing. - Stephan Gouws (HLT-NAACL, 2012)

BilBOWA: Fast Bilingual Distributed Representations without Word Alignments. - Stephan Gouws; Yoshua Bengio; Greg Corrado (ICML, 2015)

Simple task-specific bilingual word embeddings. - Stephan Gouws; Anders Søgaard (HLT-NAACL, 2015)

Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation. - Yonghui Wu; Mike Schuster; Zhifeng Chen; Quoc V. Le; Mohammad Norouzi 002; Wolfgang Macherey; Maxim Krikun; Yuan Cao 007; Qin Gao; Klaus Macherey; Jeff Klingner; Apurva Shah; et al. (CoRR, 2016)

Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models. - Yuanlong Shao; Stephan Gouws; Denny Britz; Anna Goldie; Brian Strope; Ray Kurzweil (EMNLP, 2017)

Generating Long and Diverse Responses with Neural Conversation Models. - Louis Shao; Stephan Gouws; Denny Britz; Anna Goldie; Brian Strope; Ray Kurzweil (CoRR, 2017)

XGAN: Unsupervised Image-to-Image Translation for many-to-many Mappings. - Amelie Royer; Konstantinos Bousmalis; Stephan Gouws; Fred Bertsch; Inbar Mosseri; Forrester Cole; Kevin Murphy 002 (CoRR, 2017)

Tensor2Tensor for Neural Machine Translation. - 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; et al. (AMTA (1), 2018)

Fidelity-Weighted Learning. - Mostafa Dehghani 001; Arash Mehrjou; Stephan Gouws; Jaap Kamps; Bernhard Schölkopf (ICLR (Poster), 2018)

Universal Transformers. - Mostafa Dehghani 001; Stephan Gouws; Oriol Vinyals; Jakob Uszkoreit; Lukasz Kaiser (ICLR (Poster), 2019)

XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings. - Amelie Royer; Konstantinos Bousmalis; Stephan Gouws; Fred Bertsch; Inbar Mosseri; Forrester Cole; Kevin Murphy 002 (Domain Adaptation for Visual Understanding, 2020)