On the Linguistic Representational Power of Neural Machine Translation Models

Despite the recent success of deep neural networks in natural language processing and other spheres of artificial intelligence, their interpretability remains a challenge. We analyze the representations learned by neural machine translation (NMT) models at various levels of gra...

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Bibliographic Details
Main Authors: Belinkov, Yonatan, Durrani, Nadir, Dalvi, Fahim, Sajjad, Hassan, Glass, James
Format: Article
Language:English
Published: The MIT Press 2020-03-01
Series:Computational Linguistics
Online Access:https://www.mitpressjournals.org/doi/abs/10.1162/coli_a_00367