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Author

Ya. Kovivchak

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Open access Aug 2026

A Three-Stage Cross-Lingual Knowledge Transfer Approach Based on the XLM-RoBERTa Model for Detecting Fake News in Ukrainian

This article proposes a three-stage algorithm for training a model to recognize fake news in the Ukrainian language, using the multilingual transformer model XLM-RoBERTa, which solves this problem by utilizing cross-lingual knowledge transfer from English to Ukrainian.

Volodymyr Smahliuk, Ya. Kovivchak, Yu. Kynash · 0 citations

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