Zhiyi Ma

Zhiyi is a Research Engineer working on natural language processing at FAIR. Prior to Facebook, she graduated with a Bachelor and a Master's degree in Information and Computer Engineering from the University of Cambridge. Her interest lies at the intersection of natural language processing and machine learning, and she is currently working on machine translation.

Zhiyi's Publications

October 23, 2020

RESEARCH

NLP

Beyond English-Centric Multilingual Machine Translation

Existing work in translation demonstrated the potential of massively multilingual machine translation by training a single model able to translate between any pair of languages. However, much of this work is English-Centric by training only on data which was translated from or to English.

Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin

October 23, 2020