Automatic Irony and Sarcasm Detection in Russian Sentences: Baseline Methods

The paper describes experiments performed on two sets of manually annotated data. The task of irony and sarcasm detection in Russian sentences was solved using baseline classifiers, i. e., BERT, Bi-LSTM, SVM, Random Forest, Logistic Regression. The best achieved F1-score for each classifier was 0.76...

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Bibliographic Details
Main Authors: Maksim Kosterin, Ilya Paramonov, Nadezhda Lagutina
Format: Article
Language:English
Published: FRUCT 2023-05-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
Online Access:https://www.fruct.org/publications/volume-33/fruct33/files/Kos.pdf