Stephan Gouws

6 papers · 2012–2019 · 4 venues · across top CS/AI venues

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Achievements

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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer

📈 Trend Setter 🚀 Conference Pioneer

Venues

ICLR (2) NAACL (2) EMNLP (1) ICML (1)

Top co-authors

Mostafa Dehghani (2) Anna Goldie (1) Jaap Kamps (1) Bernhard Schölkopf (1) Yuanlong Shao (1) Denny Britz (1) Ray Kurzweil (1) Greg Corrado (1) Oriol Vinyals (1) Anders Søgaard (1)

Research topics

Artificial Intelligence (4) Machine Learning (3) Core AI (3) Deep Learning (2) Architectures (2) Core Methods (2) Learning Paradigms (1) Learning Types (1) Optimization & Theory (1)

Keywords

semi-supervised learning (1) machine translation (1) natural language generation (1) response generation (1) information retrieval (1) language modeling (1) weak supervision (1) label quality (1) recurrent neural network (1) deep neural network (1) language model (1) distributed representation (1) beam search (1) word embedding (1) cross-lingual learning (1) sequence-to-sequence model (1) stochastic beam search (1) bilingual embedding (1) conversational response generation (1) turing completeness (1)

Papers

Universal Transformers ICLR 2019 Fidelity-Weighted Learning ICLR 2018 Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models EMNLP 2017 BilBOWA: Fast Bilingual Distributed Representations without Word Alignments ICML 2015 Simple task-specific bilingual word embeddings NAACL 2015 Deep Unsupervised Feature Learning for Natural Language Processing NAACL 2012