论文信息 - A BiLSTM-CRF PoS-tagger for Italian tweets using morphological information

A BiLSTM-CRF PoS-tagger for Italian tweets using morphological information

English. This paper presents some experiments for the construction of an highperformance PoS-tagger for Italian using deep neural networks techniques (DNN) integrated with an Italian powerful morphological analyser that has been applied to tag Italian tweets. The proposed system ranked third at the EVALITA2016PoSTWITA campaign. Italiano. Questo contributo presenta alcuni esperimenti per la costruzione di un PoS-tagger ad alte prestazioni per l’italiano utilizzando reti neurali ‘deep’ integrate con un potente analizzatore morfologico che è stato applicato all’annotazione di tweet. Il sistema si è classificato terzo nella campagna di valutazione EVALITA2016-PoSTWITA.

Fabio Tamburini | F. Tamburini

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