Francis Grégoire

Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation

2018 · International Conference on Computational Linguistics

Parallel sentence extraction is a task addressing the data sparsity problem found in multilingual natural language processing applications. We propose a bidirectional recurrent neural network based approach to extract parallel sentences from collections of multilingual …