Exploring Cross-lingual Knowledge Transfer Approaches for Ukrainian Text Classification

This work explores four cross-lingual knowledge transfer approaches - Backtranslation, LLM Prompting, Training Corpus Translation, and Adapter Training - to develop text classification systems for Ukrainian in the domains of toxicity, formality, and natural language inference.