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Word embeddings in sentiment analysis

Contributo in Atti di convegno
Data di Pubblicazione:
2018
Abstract:
In the late years sentiment analysis and its applications have reached growing popularity. Concerning this field of research, in the very late years machine learning and word representation learning derived from distributional semantics field (i.e. word embeddings) have proven to be very successful in performing sentiment analysis tasks. In this paper we describe a set of experiments, with the aim of evaluating the impact of word embedding-based features in sentiment analysis tasks.
Tipologia CRIS:
04.01 Contributo in Atti di convegno
Keywords:
Word Embeddings; Sentiment Analysis
Elenco autori:
Dell'Orletta, Felice
Autori di Ateneo:
DELL'ORLETTA FELICE
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/392548
Pubblicato in:
CEUR WORKSHOP PROCEEDINGS
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http://www.scopus.com/record/display.url?eid=2-s2.0-85057752928&origin=inward
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