Search Results for author: Denny Britz

Found 5 papers, 1 papers with code

Efficient Attention using a Fixed-Size Memory Representation

no code implementations EMNLP 2017 Denny Britz, Melody Y. Guan, Minh-Thang Luong

The standard content-based attention mechanism typically used in sequence-to-sequence models is computationally expensive as it requires the comparison of large encoder and decoder states at each time step.

Massive Exploration of Neural Machine Translation Architectures

11 code implementations EMNLP 2017 Denny Britz, Anna Goldie, Minh-Thang Luong, Quoc Le

Neural Machine Translation (NMT) has shown remarkable progress over the past few years with production systems now being deployed to end-users.

Machine Translation

Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models

no code implementations EMNLP 2017 Louis Shao, Stephan Gouws, Denny Britz, Anna Goldie, Brian Strope, Ray Kurzweil

Sequence-to-sequence models have been applied to the conversation response generation problem where the source sequence is the conversation history and the target sequence is the response.

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