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--- |
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language: |
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- el |
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tags: |
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- mmlu |
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- greek |
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- evaluation |
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- exam |
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license: mit |
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task_categories: |
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- question-answering |
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- multiple-choice |
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pretty_name: Greek MMLU Parquet |
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configs: |
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- config_name: Accounting |
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data_files: |
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- split: test |
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path: Accounting/test-* |
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- split: dev |
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path: Accounting/dev-* |
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- config_name: Agriculture_Professional |
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data_files: |
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- split: test |
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path: Agriculture_Professional/test-* |
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- split: dev |
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path: Agriculture_Professional/dev-* |
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- config_name: Agriculture_University |
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data_files: |
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- split: test |
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path: Agriculture_University/test-* |
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- split: dev |
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path: Agriculture_University/dev-* |
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- config_name: All |
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data_files: |
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- split: test |
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path: All/test-* |
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- split: dev |
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path: All/dev-* |
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- config_name: Art_Professional |
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data_files: |
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- split: test |
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path: Art_Professional/test-* |
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- split: dev |
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path: Art_Professional/dev-* |
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- config_name: Art_Secondary_School |
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data_files: |
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- split: test |
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path: Art_Secondary_School/test-* |
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- split: dev |
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path: Art_Secondary_School/dev-* |
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- config_name: Art_University |
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data_files: |
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- split: test |
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path: Art_University/test-* |
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- split: dev |
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path: Art_University/dev-* |
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- config_name: Biology |
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data_files: |
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- split: test |
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path: Biology/test-* |
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- split: dev |
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path: Biology/dev-* |
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- config_name: Chemistry |
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data_files: |
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- split: test |
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path: Chemistry/test-* |
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- split: dev |
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path: Chemistry/dev-* |
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- config_name: Civil_Engineering |
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data_files: |
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- split: test |
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path: Civil_Engineering/test-* |
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- split: dev |
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path: Civil_Engineering/dev-* |
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- config_name: Clinical_Knowledge |
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data_files: |
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- split: test |
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path: Clinical_Knowledge/test-* |
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- split: dev |
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path: Clinical_Knowledge/dev-* |
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- config_name: Computer_Networks_and_Security |
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data_files: |
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- split: test |
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path: Computer_Networks_and_Security/test-* |
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- split: dev |
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path: Computer_Networks_and_Security/dev-* |
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- config_name: Computer_Science_Professional |
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data_files: |
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- split: test |
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path: Computer_Science_Professional/test-* |
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- split: dev |
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path: Computer_Science_Professional/dev-* |
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- config_name: Computer_Science_University |
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data_files: |
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- split: test |
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path: Computer_Science_University/test-* |
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- split: dev |
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path: Computer_Science_University/dev-* |
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- config_name: Driving_Rules |
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data_files: |
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- split: test |
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path: Driving_Rules/test-* |
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- split: dev |
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path: Driving_Rules/dev-* |
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- config_name: Economics_Professional |
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data_files: |
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- split: test |
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path: Economics_Professional/test-* |
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- split: dev |
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path: Economics_Professional/dev-* |
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- config_name: Economics_University |
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data_files: |
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- split: test |
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path: Economics_University/test-* |
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- split: dev |
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path: Economics_University/dev-* |
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- config_name: Education_Professional |
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data_files: |
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- split: test |
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path: Education_Professional/test-* |
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- split: dev |
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path: Education_Professional/dev-* |
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- config_name: Education_University |
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data_files: |
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- split: test |
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path: Education_University/test-* |
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- split: dev |
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path: Education_University/dev-* |
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- config_name: Electrical_Engineering |
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data_files: |
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- split: test |
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path: Electrical_Engineering/test-* |
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- split: dev |
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path: Electrical_Engineering/dev-* |
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- config_name: General_Knowledge |
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data_files: |
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- split: test |
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path: General_Knowledge/test-* |
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- split: dev |
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path: General_Knowledge/dev-* |
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- config_name: Geography_Primary_School |
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data_files: |
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- split: test |
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path: Geography_Primary_School/test-* |
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- split: dev |
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path: Geography_Primary_School/dev-* |
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- config_name: Geography_Secondary_School |
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data_files: |
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- split: test |
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path: Geography_Secondary_School/test-* |
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- split: dev |
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path: Geography_Secondary_School/dev-* |
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- config_name: Government_and_Politics_Primary_School |
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data_files: |
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- split: test |
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path: Government_and_Politics_Primary_School/test-* |
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- split: dev |
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path: Government_and_Politics_Primary_School/dev-* |
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- config_name: Government_and_Politics_Secondary_School |
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data_files: |
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- split: test |
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path: Government_and_Politics_Secondary_School/test-* |
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- split: dev |
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path: Government_and_Politics_Secondary_School/dev-* |
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- config_name: Greek_History_Primary_School |
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data_files: |
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- split: test |
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path: Greek_History_Primary_School/test-* |
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- split: dev |
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path: Greek_History_Primary_School/dev-* |
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- config_name: Greek_History_Professional |
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data_files: |
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- split: test |
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path: Greek_History_Professional/test-* |
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- split: dev |
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path: Greek_History_Professional/dev-* |
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- config_name: Greek_History_Secondary_School |
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data_files: |
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- split: test |
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path: Greek_History_Secondary_School/test-* |
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- split: dev |
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path: Greek_History_Secondary_School/dev-* |
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- config_name: Greek_Literature |
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data_files: |
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- split: test |
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path: Greek_Literature/test-* |
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- split: dev |
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path: Greek_Literature/dev-* |
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- config_name: Greek_Mythology |
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data_files: |
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- split: test |
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path: Greek_Mythology/test-* |
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- split: dev |
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path: Greek_Mythology/dev-* |
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- config_name: Greek_Traditions |
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data_files: |
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- split: test |
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path: Greek_Traditions/test-* |
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- split: dev |
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path: Greek_Traditions/dev-* |
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- config_name: Law |
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data_files: |
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- split: test |
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path: Law/test-* |
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- split: dev |
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path: Law/dev-* |
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- config_name: Management_Professional |
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data_files: |
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- split: test |
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path: Management_Professional/test-* |
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- split: dev |
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path: Management_Professional/dev-* |
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- config_name: Management_University |
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data_files: |
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- split: test |
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path: Management_University/test-* |
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- split: dev |
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path: Management_University/dev-* |
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- config_name: Maritime_Safety_and_Rescue_Operations |
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data_files: |
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- split: test |
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path: Maritime_Safety_and_Rescue_Operations/test-* |
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- split: dev |
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path: Maritime_Safety_and_Rescue_Operations/dev-* |
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- config_name: Mathematics |
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data_files: |
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- split: test |
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path: Mathematics/test-* |
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- split: dev |
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path: Mathematics/dev-* |
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- config_name: Medicine_Professional |
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data_files: |
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- split: test |
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path: Medicine_Professional/test-* |
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- split: dev |
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path: Medicine_Professional/dev-* |
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- config_name: Medicine_University |
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data_files: |
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- split: test |
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path: Medicine_University/test-* |
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- split: dev |
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path: Medicine_University/dev-* |
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- config_name: Modern_Greek_Language_Primary_School |
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data_files: |
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- split: test |
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path: Modern_Greek_Language_Primary_School/test-* |
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- split: dev |
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path: Modern_Greek_Language_Primary_School/dev-* |
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- config_name: Modern_Greek_Language_Secondary_School |
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data_files: |
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- split: test |
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path: Modern_Greek_Language_Secondary_School/test-* |
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- split: dev |
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path: Modern_Greek_Language_Secondary_School/dev-* |
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- config_name: Physics_Primary_School |
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data_files: |
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- split: test |
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path: Physics_Primary_School/test-* |
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- split: dev |
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path: Physics_Primary_School/dev-* |
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- config_name: Physics_Professional |
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data_files: |
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- split: test |
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path: Physics_Professional/test-* |
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- split: dev |
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path: Physics_Professional/dev-* |
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- config_name: Physics_University |
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data_files: |
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- split: test |
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path: Physics_University/test-* |
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- split: dev |
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path: Physics_University/dev-* |
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- config_name: Prehistory |
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data_files: |
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- split: test |
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path: Prehistory/test-* |
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- split: dev |
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path: Prehistory/dev-* |
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- config_name: World_History |
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data_files: |
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- split: test |
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path: World_History/test-* |
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- split: dev |
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path: World_History/dev-* |
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- config_name: World_Religions |
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data_files: |
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- split: test |
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path: World_Religions/test-* |
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- split: dev |
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path: World_Religions/dev-* |
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dataset_info: |
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- config_name: Accounting |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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sequence: string |
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- name: answer |
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dtype: int64 |
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- name: group |
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dtype: string |
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- name: subject |
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dtype: string |
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- name: level |
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dtype: string |
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splits: |
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- name: test |
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num_bytes: 80897 |
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num_examples: 184 |
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- name: dev |
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num_bytes: 2155 |
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num_examples: 5 |
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download_size: 37423 |
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dataset_size: 83052 |
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- config_name: Agriculture_Professional |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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dtype: int64 |
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- name: group |
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dtype: string |
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- name: subject |
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splits: |
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num_bytes: 172831 |
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num_examples: 339 |
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- name: dev |
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num_bytes: 2426 |
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num_examples: 5 |
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download_size: 73721 |
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dataset_size: 175257 |
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- config_name: Agriculture_University |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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sequence: string |
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splits: |
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num_bytes: 43129 |
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num_examples: 70 |
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- name: dev |
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num_bytes: 3450 |
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num_examples: 5 |
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download_size: 25668 |
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dataset_size: 46579 |
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- config_name: All |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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sequence: string |
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- name: answer |
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dtype: int64 |
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- name: group |
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- name: subject |
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splits: |
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num_examples: 16632 |
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- name: dev |
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num_bytes: 115031 |
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num_examples: 225 |
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download_size: 3653532 |
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dataset_size: 9003536 |
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- config_name: Art_Professional |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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sequence: string |
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- name: answer |
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dtype: int64 |
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- name: group |
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dtype: string |
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- name: subject |
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num_examples: 600 |
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- name: dev |
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num_examples: 5 |
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download_size: 85278 |
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dataset_size: 210019 |
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- config_name: Art_Secondary_School |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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- name: answer |
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- name: group |
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- name: subject |
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num_examples: 39 |
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- name: dev |
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num_examples: 5 |
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download_size: 14339 |
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dataset_size: 15653 |
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- config_name: Art_University |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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- name: group |
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- name: dev |
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num_bytes: 3435 |
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num_examples: 5 |
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download_size: 10577 |
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dataset_size: 9945 |
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- config_name: Biology |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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sequence: string |
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num_examples: 5 |
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download_size: 70481 |
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dataset_size: 154095 |
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- config_name: Chemistry |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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sequence: string |
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- name: group |
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- name: dev |
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num_examples: 5 |
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download_size: 17072 |
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dataset_size: 25366 |
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- config_name: Civil_Engineering |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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- name: answer |
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dtype: int64 |
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- name: group |
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- name: subject |
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- name: level |
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num_examples: 769 |
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|
- name: dev |
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num_bytes: 2703 |
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num_examples: 5 |
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download_size: 110137 |
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dataset_size: 300381 |
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- config_name: Clinical_Knowledge |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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- name: answer |
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dtype: int64 |
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- name: group |
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dtype: string |
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- name: subject |
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|
- name: dev |
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num_examples: 5 |
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download_size: 88965 |
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dataset_size: 248896 |
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- config_name: Computer_Networks_and_Security |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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- name: answer |
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- name: group |
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- name: subject |
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download_size: 15747 |
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dataset_size: 26268 |
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- config_name: Modern_Greek_Language_Primary_School |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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list: string |
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- name: answer |
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dtype: int64 |
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- name: group |
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dtype: string |
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- name: subject |
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dtype: string |
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- name: level |
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dtype: string |
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splits: |
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- name: test |
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num_bytes: 497939 |
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num_examples: 1478 |
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- name: dev |
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num_bytes: 1325 |
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num_examples: 5 |
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download_size: 184118 |
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dataset_size: 499264 |
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- config_name: Modern_Greek_Language_Secondary_School |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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list: string |
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dtype: int64 |
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- name: group |
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dtype: string |
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- name: subject |
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dtype: string |
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- name: level |
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dtype: string |
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splits: |
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- name: test |
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num_bytes: 2159134 |
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num_examples: 880 |
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- name: dev |
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num_bytes: 16799 |
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num_examples: 5 |
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download_size: 1004786 |
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dataset_size: 2175933 |
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- config_name: Physics_Primary_School |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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list: string |
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dtype: int64 |
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- name: group |
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dtype: string |
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- name: subject |
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dtype: string |
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- name: level |
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splits: |
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- name: test |
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num_bytes: 163196 |
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num_examples: 427 |
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- name: dev |
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num_bytes: 1999 |
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num_examples: 5 |
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download_size: 76472 |
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dataset_size: 165195 |
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- config_name: Physics_Professional |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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list: string |
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dtype: int64 |
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- name: group |
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- name: level |
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splits: |
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- name: dev |
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num_examples: 5 |
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download_size: 229834 |
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dataset_size: 568734 |
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- config_name: Physics_University |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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list: string |
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dtype: int64 |
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- name: dev |
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num_examples: 5 |
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download_size: 28577 |
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dataset_size: 45646 |
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- config_name: Prehistory |
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features: |
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- name: question |
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download_size: 17218 |
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dataset_size: 24123 |
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- config_name: World_History |
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features: |
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dataset_size: 9078 |
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- config_name: World_Religions |
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features: |
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- name: question |
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dtype: string |
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- name: choices |
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num_examples: 5 |
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download_size: 40615 |
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dataset_size: 82953 |
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--- |
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 |
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# GreekMMLU |
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GreekMMLU is a native-sourced benchmark for evaluating massive multitask language understanding in Greek, built from authentic Greek exam-style multiple-choice questions (MCQ) rather than machine-translated English benchmarks. |
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* **21,805 questions across 45 subjects** |
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* **4 high-level groups: STEM, Humanities, Social Sciences, Other** |
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* **Difficulty/education levels spanning Primary → Secondary → University → Professional (+ an N/A bucket)** |
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* **Public vs. private split for contamination-resistant evaluation: 16,857 public/4,948 private (leaderboard)** |
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## Structure |
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- **Configs**: Each subject is a separate configuration (subset). |
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- **Splits**: |
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- `test`: Public test set (High volume) |
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- `dev`: Dev/Few-shot set (5-shot) |
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## Usage |
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```python |
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from datasets import load_dataset |
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# Load specific subject |
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ds = load_dataset("dascim/GreekMMLU", "Agriculture_Professional") |
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# Load all data combined |
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ds = load_dataset("dascim/GreekMMLU", "All") |
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``` |
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## Links |
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* **Our paper: https://www.arxiv.org/abs/2602.05150** |
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* **GitHub: https://github.com/mersinkonomi/GreekMMLU** |
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* **Private leaderboard: https://huggingface.co/spaces/yangzhang33/GreekMMLU-Leaderboard** |
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## What makes GreekMMLU different? |
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Most “Greek MMLU” style evaluations rely on machine translation from English. Instead, GreekMMLU uses original Greek content sourced or authored from real educational/professional assessments, aiming to preserve: |
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* **Greek morphology and punctuation** |
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* **Greek-specific cultural/institutional knowledge (e.g., Greek History, Greek Traditions)** |
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* **Realistic exam difficulty calibration** |
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## Task format |
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Multiple choice, 2–4 options, exactly one correct. |
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The harness prompt uses Greek option labels (Α, Β, Γ, Δ) for a fully native evaluation setup. |
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## Subjects (high-level) |
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GreekMMLU includes 45 subjects, grouped into: |
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* **Humanities** (e.g., Art; Greek History; Greek Literature; Greek Mythology; Law; World Religions) |
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* **STEM** (e.g., Mathematics; Physics; Computer Science; Electrical Engineering; Medicine) |
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* **Social Sciences** (e.g., Economics; Education; Government & Politics; Modern Greek Language; Accounting) |
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* **Other** (e.g., Driving Rules; General Knowledge; Maritime Safety and Rescue Operations) |
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See the paper for the full taxonomy and educational-level breakdown. |
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## Citation |
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If you use GreekMMLU in your work, please cite the paper: |
|
|
```bibtex |
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@article{zhang2026greekmmlu, |
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title={GreekMMLU: A Native-Sourced Multitask Benchmark for Evaluating Language Models in Greek}, |
|
|
author={Zhang, Yang and Konomi, Mersin and Xypolopoulos, Christos and Divriotis, Konstantinos and Skianis, Konstantinos and Nikolentzos, Giannis and Stamou, Giorgos and Shang, Guokan and Vazirgiannis, Michalis}, |
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journal={arXiv preprint arXiv:2602.05150}, |
|
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year={2026} |
|
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} |
|
|
``` |
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|
