Chau Tran

Chau Tran is a research engineer at Facebook AI Research (FAIR), working on Machine Translation. He is primarily interested in leveraging large scale monolingual data to improve low resource translation.

Chau's Publications

December 06, 2020

RESEARCH

NLP

Cross-lingual Retrieval for Iterative Self-Supervised Training

Recent studies have demonstrated the cross-lingual alignment ability of multilingual pretrained language models. In this work, we found that the cross-lingual alignment can be further improved by training seq2seq models on sentence pairs mined using their own encoder outputs.…

Chau Tran, Yuqing Tang, Xian Li, Jiatao Gu

December 06, 2020