43 citations · 57 across the 3 of their papers we have counts for
3 papers
cs.CL2022★ 2 cited
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model
Xuan-Phi Nguyen, Shafiq Joty, Wu Kui +1
Numerous recent work on unsupervised machine translation (UMT) implies that competent unsupervised translations of low-resource and unrelated languages, such as Nepali or Sinhala,…
cs.CL2020★ 12 cited
Cross-model Back-translated Distillation for Unsupervised Machine Translation
Xuan-Phi Nguyen, Shafiq Joty, Thanh-Tung Nguyen +2
Recent unsupervised machine translation (UMT) systems usually employ three main principles: initialization, language modeling and iterative back-translation, though they may apply…
cs.CL2019★ 43 cited
Data Diversification: A Simple Strategy For Neural Machine Translation
Xuan-Phi Nguyen, Shafiq Joty, Wu Kui +1
We introduce Data Diversification: a simple but effective strategy to boost neural machine translation (NMT) performance. It diversifies the training data by using the predictions…