Publications

Hyphenation using deep neural networks

Published in XIV. Magyar Számítógépes Nyelvészeti Konferencia, 2018

Hyphenation algorithms are the computer based ways of syllabification and mostly used in typesetting, formatting documents as well as text-to-speech and speech recognition systems. We present a deep learning approach to automatic hyphenation of Hungarian text. Our experiments compare feed forward, recurrent and convolutional neural network approaches.

Recommended citation: Németh, G. D., Ács, J. (2018). "Hyphenation using deep neural networks" XIV. Magyar Számítógépes Nyelvészeti Konferencia http://negedng.github.io/files/2018-Hyphenation.pdf