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Author

Ivan Koychev

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Open access Aug 2026

Detecting AI-Generated Bulgarian Text: A Two-Step Multi-Class Classification Approach

A novel two-step multi-class classification system to identify varying degrees of machine involvement in Bulgarian text improves the reliable identification of human authorship and enhances the overall accuracy of multi-class text detection compared to single-step methods.

Boyan Bogdanov, D. Georgiev, D. Dimitrov et al. · 0 citations
Open access Aug 2026

Extraction of Handwritten and Printed Cyrillic Text from Documents: A Resource-Efficient Pipeline

This paper presents a comprehensive, resource-efficient pipeline for extracting printed and handwritten Cyrillic text that integrates advanced image preprocessing, YOLO-based document structure and table recognition, and a Permuted Autoregressive Sequence (PARSeq) model trained specifically for Bulgarian.

D. Halachev, Ivan Koychev · 0 citations

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