On the Linguistic Representational Power of Neural Machine Translation Models

COMPUTATIONAL LINGUISTICS, pp. 1.0-52.0, 2020.

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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 granularity and evaluate their quality through relevant extrinsic...更多

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