Exponential language modeling using morphological features and multi-task learning

For languages with fast vocabulary growth and limited resources, data sparsity leads to challenges in training a language model. One strategy for addressing this problem is to leverage morphological structure as features in the model. This paper explores different uses of unsupervised morphological...

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Autors principals: Fang, H, Ostendorf, M, Baumann, P, Pierrehumbert, J
Format: Journal article
Publicat: Institute of Electrical and Electronics Engineers 2015