Neural Networks Classifier for Data Selection in Statistical Machine Translation

Code

• github.com/lvapeab/sentence-selectioNN
  OfficialIn papernone★ 0

Abstract

We address the data selection problem in statistical machine translation (SMT) as a classification task. The new data selection method is based on a neural network classifier. We present a new method description and empirical results proving that our data selection method provides better translation quality, compared to a state-of-the-art method (i.e., Cross entropy). Moreover, the empirical results reported are coherent across different language pairs.

Tasks

Reproductions