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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| Hauptverfasser: | , , |
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| Format: | Chapter |
| Sprache: | Inglês |
| Veröffentlicht: |
Accademia University Press
2018
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| Online-Zugang: | 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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