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CoLT5: Faster Long-Range Transformers with Conditional Computation


Mar 17, 2023
Joshua Ainslie, Tao Lei, Michiel de Jong, Santiago Ontañón, Siddhartha Brahma, Yury Zemlyanskiy, David Uthus, Mandy Guo, James Lee-Thorp, Yi Tay, Yun-Hsuan Sung, Sumit Sanghai

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LongT5: Efficient Text-To-Text Transformer for Long Sequences


Dec 15, 2021
Mandy Guo, Joshua Ainslie, David Uthus, Santiago Ontanon, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang

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* preprint 

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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

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* 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

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* accepted by WMT2019 

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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

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* 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

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* 7 pages; fixed module URL in Listing 1 

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