Data Diversification: An Elegant Strategy For Neural Machine Translation

5 Nov 2019Xuan-Phi NguyenShafiq JotyWu KuiAi Ti Aw

We introduce Data Diversification: a simple strategy to boost neural machine translation (NMT) performance. It diversifies the training data by using the predictions of multiple forward and backward models and then merging them with the original dataset on which the final NMT model is trained... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Machine Translation WMT2014 English-German Data Diversification - Transformer BLEU score 30.7 # 5