Stephan Gouws
Nelson Mandela University(ZA)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Speech Recognition and Synthesis, Speech and dialogue systems, Multimodal Machine Learning Applications
Most-Cited Works
- → Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation(2016)5,642 cited
- → Universal Transformers(2018)396 cited
- → BilBOWA: Fast Bilingual Distributed Representations without Word Alignments(2014)314 cited
- → Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models(2017)190 cited
- → Simple task-specific bilingual word embeddings(2015)113 cited
- Contextual Bearing on Linguistic Variation in Social Media(2011)
- → XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings(2020)68 cited
- Generating Long and Diverse Responses with Neural Conversation Models(2017)
- Unsupervised Mining of Lexical Variants from Noisy Text(2011)
- Measuring Conceptual Similarity by Spreading Activation over Wikipedia's Hyperlink Structure(2010)