A Survey of Models for Constructing Text Features to Classify Texts in Natural Language

In this survey we systematize the state-of-the-art features that are used to model texts for text classification tasks: topical and sentiment classification, authorship attribution, style detection, etc. We classify text models into three categories: standard models that use popular features, lingui...

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Bibliographic Details
Main Authors: Ksenia Lagutina, Nadezhda Lagutina
Format: Article
Language:English
Published: FRUCT 2021-05-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
Online Access:https://www.fruct.org/publications/fruct29/files/Lag.pdf