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On the Readability of Kernel-based Deep Learning Models in Semantic Role Labeling Tasks over Multiple Languages

Sentence embeddings are effective input vectors for the neural learning of a number of inferences about content and meaning. Unfortunately, most of such decision processes are epistemologically opaque as for the limited interpretability of the acquired neural models based on the involved embeddings....

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Détails bibliographiques
Auteurs principaux: Rossini, Daniele, Croce, Danilo, Basili, Roberto
Format: Artigo
Langue:Inglês
Publié: Accademia University Press 2019
Accès en ligne:https://doi.org/10.4000/ijcol.453
https://hdl.handle.net/20.500.13089/gzzv
https://journals.openedition.org/ijcol/453
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