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Large Scale Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training

Oct 23, 2020
Oshin Agarwal, Heming Ge, Siamak Shakeri, Rami Al-Rfou


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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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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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