JUST System for WMT20 Chat Translation Task
Roweida Mohammed, Mahmoud Al‐Ayyoub, Malak Abdullah · 2020
Machine Translation (MT) is a sub-field of Artificial Intelligence and Natural Language Processing that investigates and studies the ways of automatically translating a text from one language to another.In this paper, we present the details of our submission to the WMT20 Chat Translation Task, which consists of two language directions, English→German and German→English.The major feature of our system is applying a pre-trained BERT embedding with a bidirectional recurrent neural network.Our system ensembles three models, each with different hyperparameters.Despite being trained on a very small corpus, our model produces surprisingly good results.