KAROKAN-LANG
Bulgarian
European Multilingual Evaluation includes benchmark coverage for Bulgarian.
The first rigorous benchmark evaluating LLM quality beyond English, across all 24 official EU languages in professional and institutional contexts.
Methodology summary: Each of the 24 EU languages is represented by at least 120 native-authored tasks. Tasks span four genres: legislative text comprehension, administrative correspondence drafting, professional document summarization, and cross-lingual knowledge retrieval. Scoring uses a combination of automated metrics (BLEU, BERTScore) and human evaluation for a representative 15% sample per language.