Search Results for author: Toan Q. Nguyen

Found 7 papers, 4 papers with code

Data Augmentation by Concatenation for Low-Resource Translation: A Mystery and a Solution

no code implementations ACL (IWSLT) 2021 Toan Q. Nguyen, Kenton Murray, David Chiang

In this paper, we investigate the driving factors behind concatenation, a simple but effective data augmentation method for low-resource neural machine translation.

Data Augmentation Low-Resource Neural Machine Translation +1

Masked Language Model Scoring

5 code implementations ACL 2020 Julian Salazar, Davis Liang, Toan Q. Nguyen, Katrin Kirchhoff

Instead, we evaluate MLMs out of the box via their pseudo-log-likelihood scores (PLLs), which are computed by masking tokens one by one.

Domain Adaptation Language Modelling +2

Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation

no code implementations IJCNLP 2017 Toan Q. Nguyen, David Chiang

We present a simple method to improve neural translation of a low-resource language pair using parallel data from a related, also low-resource, language pair.

Machine Translation Transfer Learning +2

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