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Learning Compact Metrics for MT


Oct 12, 2021
Amy Pu, Hyung Won Chung, Ankur P. Parikh, Sebastian Gehrmann, Thibault Sellam

* Accepted at EMNLP 2021 

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Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers


Sep 22, 2021
Yi Tay, Mostafa Dehghani, Jinfeng Rao, William Fedus, Samira Abnar, Hyung Won Chung, Sharan Narang, Dani Yogatama, Ashish Vaswani, Donald Metzler


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Charformer: Fast Character Transformers via Gradient-based Subword Tokenization


Jul 02, 2021
Yi Tay, Vinh Q. Tran, Sebastian Ruder, Jai Gupta, Hyung Won Chung, Dara Bahri, Zhen Qin, Simon Baumgartner, Cong Yu, Donald Metzler


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Demystifying the Better Performance of Position Encoding Variants for Transformer


Apr 18, 2021
Pu-Chin Chen, Henry Tsai, Srinadh Bhojanapalli, Hyung Won Chung, Yin-Wen Chang, Chun-Sung Ferng

* 17 pages, 6 figures 

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Do Transformer Modifications Transfer Across Implementations and Applications?


Feb 23, 2021
Sharan Narang, Hyung Won Chung, Yi Tay, William Fedus, Thibault Fevry, Michael Matena, Karishma Malkan, Noah Fiedel, Noam Shazeer, Zhenzhong Lan, Yanqi Zhou, Wei Li, Nan Ding, Jake Marcus, Adam Roberts, Colin Raffel


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Neural Data Augmentation via Example Extrapolation


Feb 02, 2021
Kenton Lee, Kelvin Guu, Luheng He, Tim Dozat, Hyung Won Chung


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Rethinking embedding coupling in pre-trained language models


Oct 24, 2020
Hyung Won Chung, Thibault Févry, Henry Tsai, Melvin Johnson, Sebastian Ruder


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Improving Multilingual Models with Language-Clustered Vocabularies


Oct 24, 2020
Hyung Won Chung, Dan Garrette, Kiat Chuan Tan, Jason Riesa

* Published in the main conference of EMNLP 2020 

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Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared Task


Oct 19, 2020
Thibault Sellam, Amy Pu, Hyung Won Chung, Sebastian Gehrmann, Qijun Tan, Markus Freitag, Dipanjan Das, Ankur P. Parikh


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Finding Fast Transformers: One-Shot Neural Architecture Search by Component Composition


Aug 15, 2020
Henry Tsai, Jayden Ooi, Chun-Sung Ferng, Hyung Won Chung, Jason Riesa


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Adversarial Attacks Against Medical Deep Learning Systems


May 21, 2018
Samuel G. Finlayson, Hyung Won Chung, Isaac S. Kohane, Andrew L. Beam


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