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S. Koeva

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Conference Open access 2026

Reasoning-BG: A Hybrid Benchmark for Long-Text Understanding and Reasoning in Bulgarian

The paper introduces the Bulgarian benchmark Reasoning-BG, designed to evaluate how accurately large language models (LLMs) solve Bulgarian long-text comprehension tasks involving different comprehension demands. It was developed using a hybrid methodology that combines automated generation of four-option multiple-choi...

Maria Andreeva Todorova, Valentina Stefanova, T. Dimitrova et al. · 0 citations
Open access 2026

Bulgarian Massive Multitask Language Understanding Benchmark

Assessing the broad general knowledge of Large Language Models (LLMs) across multiple domains in Bulgarian remains challenging due to the limited availability of Bulgarian evaluation benchmarks. To address this gap, we introduce the Bulgarian Massive Multitask Language Understanding benchmark ( MMLU-BG ), designed to e...

S. Koeva, I. Stoyanova, Dimiter Georgiev et al. · 1 citation
Conference Open access 2026

Towards a New Grammar Checker for Bulgarian

The dataset BulMMLU:gr, modelled on the MMLU (Massive Multitask Language Understanding) benchmark, is presented, to test the ability of AI grammar-checking applications and different LLMs to detect grammatical errors in Bulgarian and thus provide a basis for analysing the need for a specialised LLM-based tool to detect...

S. Koeva · 0 citations

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