Multilingual Sentiment Analysis and Toxicity Detection for Text Messages in Russian

In this paper, we discuss an approach to sentiment analysis and emotion identification for user comments. The solution is threefold: 1) topic detection, 2) sentiment evaluation, 3) toxicity detection and toxic spans localization. The lack of significantly large training data for the Russian language...

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Bibliographic Details
Main Authors: Darya Bogoradnikova, Olesia Makhnytkina, Anton Matveev, Anastasia Zakharova, Artem Akulov
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/Bogor.pdf