Toan Q. Nguyen

I'm a 5th year PhD student at University of Notre Dame, focusing on (Neural) Machine Translation for low-resource languages. My advisor is David Chiang.

Email  /  CV  /  Google Scholar  /  Semantic Scholar  /  LinkedIn  /  Github

Publications
Data Augmentation by Concatenation for Low-Resource Translation: A Mystery and a Solution
Toan Q. Nguyen, Kenton Murray, David Chiang
Transformers without Tears: Improving the Normalization of Self-Attention
Toan Q. Nguyen, Julian Salazar
IWSLT, 2019  
bibtext code VietAI talk's slides
Improving Lexical Choice in Neural Machine Translation
Toan Q. Nguyen, David Chiang
NAACL, 2018  
bibtext code slides talk
Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation
Toan Q. Nguyen, David Chiang
IJCNLP, 2017  
bibtext code poster . Thanks a lot for the poster template Colin
Masked Language Model Scoring
Julian Salazar, Davis Liang, Toan Q. Nguyen, Katrin Kirchhoff
ACL, 2020  
code
Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation
Kenton Murray, Jeffery Kinnison, Toan Q. Nguyen, Walter Scheirer, David Chiang
WNGT, 2019  
bibtext code
Neural Machine Translation of Text from Non-Native Speakers
Antonios Anastasopoulos, Alison Lui, Toan Q. Nguyen, David Chiang
NAACL, 2019  
bibtext code data
ELISA System Description for LoReHLT 2017
Leon Cheung, Thamme Gowda, Ulf Hermjakob, Nelson Liu, Jonathan May, Alexandra Mayn, Nima Pourdamghani, Michael Pust, Kevin Knight, Nikolaos Malandrakis, Pavlos Papadopoulos, Anil Ramakrishna, Karan Singla, Victor Martinez, Colin Vaz, Dogan Can, Shrikanth Narayanan, Kenton Murray, Toan Q. Nguyen , David Chiang, Xiaoman Pan, Boliang Zhang, Ying Lin, Di Lu, Lifu Huang, Kevin Blissett, Tongtao Zhang, Heng Ji, Ondrej Glembek, Murali Karthick Baskar, Santosh Kesiraju, Lukas Burget, Karel Benes, Igor Szoke, Karel Vesely, Jan Honza Cernocky, Camille Goudeseune, Mark Hasegawa Johnson, Leda Sari, Wenda Chen and Angli Liu.
Proc. LoReHLT 2017
bibtext
ELISA System Description for LoReHLT 2018
Ronald Ahmed Cardenas Acosta, Thamme Gowda, Ulf Hermjakob, Nima Pourdamghani, Michael Pust, Jibiao Shen, Tian Xie, Jonathan May, Nikolaos Malandrakis, Victor Martinez, Pavlos Papadopoulos, Anil Ramakrishna, Karan Singla, Ruchir Travadi, Colin Vaz, Shrikanth Narayanan, Kenton Murray, Toan Nguyen, David Chiang, Boliang Zhang, Xiaoman Pan, Ying Lin, Di Lu, Lifu Huang, Tongtao Zhang, Kevin Blissett, Ni Zhang, Spencer Whitehead, Ananya Subburathinam, Diya Li, Qingyun Wang, Zhiying Jiang, Heng Ji, Ondrej Glembek, Murali Karthick Baskar, Santosh Kesiraju, Lukas Burget, Karel Benes, Igor Szoke, Karel Vesely, Jan Honza Cernocky, Derry Wijaya, Chris Callison-Burch, Hongzhi Xu, Charles Yang, Mitch Marcus, Brian Moran, Leanne Rolston, Gina-Anne Levow, Wenda Chen, Camille Goudeseune, Leda Sari and Mark Hasegawa-Johnson
Proc. LoReHLT 2018
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
a very long list of authors...
AfricaNLP 2021
Updates

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