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MURAL: Multimodal, Multitask Retrieval Across Languages


Sep 10, 2021
Aashi Jain, Mandy Guo, Krishna Srinivasan, Ting Chen, Sneha Kudugunta, Chao Jia, Yinfei Yang, Jason Baldridge


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Towards Universality in Multilingual Text Rewriting


Jul 30, 2021
Xavier Garcia, Noah Constant, Mandy Guo, Orhan Firat


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TextSETTR: Label-Free Text Style Extraction and Tunable Targeted Restyling


Oct 08, 2020
Parker Riley, Noah Constant, Mandy Guo, Girish Kumar, David Uthus, Zarana Parekh


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Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation


Sep 29, 2020
Yinfei Yang, Ning Jin, Kuo Lin, Mandy Guo, Daniel Cer


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MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models


May 05, 2020
Mandy Guo, Yinfei Yang, Daniel Cer, Qinlan Shen, Noah Constant


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Bridging the Gap for Tokenizer-Free Language Models


Aug 27, 2019
Dokook Choe, Rami Al-Rfou, Mandy Guo, Heeyoung Lee, Noah Constant


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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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Character-Level Language Modeling with Deeper Self-Attention


Aug 09, 2018
Rami Al-Rfou, Dokook Choe, Noah Constant, Mandy Guo, Llion Jones

* 11 pages, 8 figures 

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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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