CSP:Code-Switching Pre-training for Neural Machine Translation

no code implementations • EMNLP 2020 • Zhen Yang, Bojie Hu, Ambyera Han, Shen Huang, Qi Ju

Unlike traditional pre-training method which randomly masks some fragments of the input sentence, the proposed CSP randomly replaces some words in the source sentence with their translation words in the target language.

Machine Translation NMT +2

TenTrans Multilingual Low-Resource Translation System for WMT21 Indo-European Languages Task

no code implementations • WMT (EMNLP) 2021 • Han Yang, Bojie Hu, Wanying Xie, Ambyera Han, Pan Liu, Jinan Xu, Qi Ju

This paper describes TenTrans’ submission to WMT21 Multilingual Low-Resource Translation shared task for the Romance language pairs.

Transfer Learning Translation

Code-switching pre-training for neural machine translation

no code implementations • 17 Sep 2020 • Zhen Yang, Bojie Hu, Ambyera Han, Shen Huang, Qi Ju

Unlike traditional pre-training method which randomly masks some fragments of the input sentence, the proposed CSP randomly replaces some words in the source sentence with their translation words in the target language.

Machine Translation NMT +2