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Multilingual Universal Sentence Encoder for Semantic Retrieval


Jul 09, 2019
Yinfei Yang, Daniel Cer, Amin Ahmad, Mandy Guo, Jax Law, Noah Constant, Gustavo Hernandez Abrego, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil

* 6 pages, 6 tables, 2 listings, and 1 figure 

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Hierarchical Document Encoder for Parallel Corpus Mining


Jun 30, 2019
Mandy Guo, Yinfei Yang, Keith Stevens, Daniel Cer, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil

* accepted by WMT2019 

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Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax


Feb 22, 2019
Yinfei Yang, Gustavo Hernandez Abrego, Steve Yuan, Mandy Guo, Qinlan Shen, Daniel Cer, Yun-hsuan Sung, Brian Strope, Ray Kurzweil


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Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model


Oct 30, 2018
Muthuraman Chidambaram, Yinfei Yang, Daniel Cer, Steve Yuan, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil


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Effective Parallel Corpus Mining using Bilingual Sentence Embeddings


Aug 02, 2018
Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernandez Abrego, Keith Stevens, Noah Constant, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil


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Learning Semantic Textual Similarity from Conversations


Apr 20, 2018
Yinfei Yang, Steve Yuan, Daniel Cer, Sheng-yi Kong, Noah Constant, Petr Pilar, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil

* 10 pages, 8 Figures, 6 Tables 

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Universal Sentence Encoder


Apr 12, 2018
Daniel Cer, Yinfei Yang, Sheng-yi Kong, Nan Hua, Nicole Limtiaco, Rhomni St. John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil

* 7 pages; fixed module URL in Listing 1 

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


Jul 31, 2017
Louis Shao, Stephan Gouws, Denny Britz, Anna Goldie, Brian Strope, Ray Kurzweil

* To appear in EMNLP 2017 

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Efficient Natural Language Response Suggestion for Smart Reply


May 01, 2017
Matthew Henderson, Rami Al-Rfou, Brian Strope, Yun-hsuan Sung, Laszlo Lukacs, Ruiqi Guo, Sanjiv Kumar, Balint Miklos, Ray Kurzweil


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Conversational Contextual Cues: The Case of Personalization and History for Response Ranking


Jun 01, 2016
Rami Al-Rfou, Marc Pickett, Javier Snaider, Yun-hsuan Sung, Brian Strope, Ray Kurzweil

* 10 pages, 6 figures 

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Contextual LSTM (CLSTM) models for Large scale NLP tasks


May 31, 2016
Shalini Ghosh, Oriol Vinyals, Brian Strope, Scott Roy, Tom Dean, Larry Heck


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