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Abusive Language Recognition in Russian

Research Output:
Conference Article in Proceeding or Book/Report chapter
Article in proceedings
Peer-review

Open access

Publication Information

Output type

Research Output:
Conference Article in Proceeding or Book/Report chapter
Article in proceedings
Peer-review

Original language

English

Pages from-to (Number of pages)

Pages 20-25

Publication milestones

  • Published - 20/04/2021

Publication status

Published - 20/04/2021

Publisher

Association for Computational Linguistics, United States

Publication IDs

  • Scopus: 85119578848

Host publication title

Proceedings of the 8th Workshop on Balto-Slavic Natural Language Processing

Abstract

Abusive phenomena are commonplace in language on the web. The scope of recognizing abusive language is broad, covering many behaviors and forms of expression. This work addresses automatic detection of abusive language in Russian. The lexical, grammatical and morphological diversity of Russian language present potential difficulties for this task, which is addressed using a variety of machine learning approaches. Finally, competitive performance is reached over multiple domains for this investigation into automatic detection of abusive language in Russian.

Publication metrics

PlumX

Citations
6
Captures
67

Related Event

Title

Workshop on Balto-Slavic Natural Language Processing

Event type

Workshop

Degree of recognition

International event

Date

01/04/2021

Location

KiyvUkraine