Denny Britz

3 papers · 2017–2017 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 📈 Trend Setter

Venues

EMNLP (3)

Top co-authors

Anna Goldie (2) Minh-Thang Luong (2) Melody Guan (1) Ray Kurzweil (1) Quoc Le (1) Stephan Gouws (1) Brian Strope (1) Yuanlong Shao (1)

Research topics

Deep Learning (3) Machine Learning (3) Architectures (3) Optimization & Theory · Machine Learning (3) Natural Language Processing (2) Applications (2) Core Methods (2) Optimization & Theory · Deep Learning (2) Artificial Intelligence (1) Core AI (1) Techniques (1)

Keywords

attention mechanism (2) neural machine translation (2) natural language generation (1) response generation (1) empirical evaluation (1) recurrent neural network (1) inference efficiency (1) beam search (1) encoder-decoder architecture (1) inference speedup (1) sequence-to-sequence model (1) stochastic beam search (1) conversational response generation (1) neural network (1) fixed memory representation (1) embedding size (1) fixed-size memory (1) conversation response (1) network architecture (1) glimpse model (1)

Papers

Efficient Attention using a Fixed-Size Memory Representation EMNLP 2017 Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models EMNLP 2017 Massive Exploration of Neural Machine Translation Architectures EMNLP 2017