Hyphenation using deep neural networks

Published in XIV. Magyar Számítógépes Nyelvészeti Konferencia, 2018

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

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.

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