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ITAmoji 2018: Emoji Prediction via Tree Echo State Networks

For the “ITAmoji” EVALITA 2018 competition we mainly exploit a Reservoir Computing approach to learning, with an ensemble of models for trees and sequences. The sentences for the models of the former kind are processed by a language parser and the words are encoded by using pretrained FastText word...

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Autors principals: Sarli, Daniele Di, Gallicchio, Claudio, Micheli, Alessio
Format: Chapter
Idioma:Inglês
Publicat: Accademia University Press 2018
Accés en línia:https://doi.org/10.4000/books.aaccademia.4868
https://hdl.handle.net/20.500.13089/1dee
https://books.openedition.org/aaccademia/4868
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