Mengzhou Xia

Graph Based Translation Memory for Neural Machine Translation

2019 · Proceedings of the AAAI Conference on Artificial Intelligence

A translation memory (TM) is proved to be helpful to improve neural machine translation (NMT). Existing approaches either pursue the decoding efficiency by merely accessing local information in a TM or encode the global information …

Choosing Transfer Languages for Cross-Lingual Learning

2019 · arXiv (Cornell University)

Cross-lingual transfer, where a high-resource transfer language is used to improve the accuracy of a low-resource task language, is now an invaluable tool for improving performance of natural language processing (NLP) on low-resource languages. However, …