Models for effective categorization and classification of texts into specific thematic groups (using gender and criminal themes as examples). - Nina Khairova; Yevhen Kupriianov; Anzhelika Vorzhevitina; Oleksandr Shanidze (COLINS (4), 2024)

A document-oriented LMS with integrated text classification for gender equality assessment. - Olga Cherednichenko; Glib Tereshchenko; Iryna Kyrychenko; Oleksandr Shanidze; Anzhelika Vorzhevitina (CLW-CoLInS, 2025)

Comparator-based identification of food edibility from natural language description. - Olga Cherednichenko; Maryna Vovk; Nataliia Sharonova; Anzhelika Vorzhevitina (AICS-CoLInS, 2025)