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  This dataset is a collection of multiple-choice questions, each with one correct answer, sourced from exams conducted within the Polish education system renging from years 2002 up to 2024.
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  The tests are published annually by the [Polish Central Examination Board](https://cke.gov.pl/).
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- Questions in the dataset is categorized into the following categories: math, natural sciences, biology, physics, and the Polish language for pre-high school questions, and arts, mechanics (including mining and metallurgy), and agriculture (including forestry) for professional exams.
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  Altogether, it consists of almost 19k questions. It has previously been used to evaluate over 50 LLMs, resulting in the creation of a leaderboard and a research paper available at the links below.
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  https://huggingface.co/spaces/amu-cai/LLMZSZL_Leaderboard
 
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  This dataset is a collection of multiple-choice questions, each with one correct answer, sourced from exams conducted within the Polish education system renging from years 2002 up to 2024.
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  The tests are published annually by the [Polish Central Examination Board](https://cke.gov.pl/).
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+ Questions in the dataset are categorized into the following categories: math, natural sciences, biology, physics, and the Polish language for pre-high school questions, and arts, mechanics (including mining and metallurgy), and agriculture (including forestry) for professional exams.
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  Altogether, it consists of almost 19k questions. It has previously been used to evaluate over 50 LLMs, resulting in the creation of a leaderboard and a research paper available at the links below.
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  https://huggingface.co/spaces/amu-cai/LLMZSZL_Leaderboard