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Bi-directional LSTM-CNNs-CRF for Italian Sequence Labeling and Multi-Task Learning

In this paper, we propose a Deep Learning architecture for several Italian Natural Language Processing tasks based on a state of the art model that exploits both word- and character-level representations through the combination of bidirectional LSTM, CNN and CRF. This architecture provided state of...

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Hlavní autoři: Pierpaolo Basile, Pierluigi Cassotti, Lucia Siciliani, Giovanni Semeraro
Médium: Artigo
Jazyk:Inglês
Vydáno: Accademia University Press 2017-12-01
Edice:IJCoL
On-line přístup:https://journals.openedition.org/ijcol/553
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