الامتحانات

ds = tfds.load('huggingface:exams/alignments')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "source_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "target_id_list": {
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            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

ds = tfds.load('huggingface:exams/multilingual')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "stem": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "choices": {
            "feature": {
                "text": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "label": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "para": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                }
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "info": {
        "grade": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "subject": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "language": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        }
    }
}

ds = tfds.load('huggingface:exams/multilingual_with_para')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "stem": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "choices": {
            "feature": {
                "text": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "label": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "para": {
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                }
            },
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            "_type": "Sequence"
        }
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "info": {
        "grade": {
            "dtype": "int32",
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        },
        "subject": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "language": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        }
    }
}

ds = tfds.load('huggingface:exams/crosslingual_test')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "stem": {
            "dtype": "string",
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            "_type": "Value"
        },
        "choices": {
            "feature": {
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                }
            },
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        }
    },
    "answerKey": {
        "dtype": "string",
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    },
    "info": {
        "grade": {
            "dtype": "int32",
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            "_type": "Value"
        },
        "subject": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "language": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        }
    }
}

ds = tfds.load('huggingface:exams/crosslingual_with_para_test')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "stem": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "choices": {
            "feature": {
                "text": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "label": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "para": {
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                    "id": null,
                    "_type": "Value"
                }
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "info": {
        "grade": {
            "dtype": "int32",
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        },
        "subject": {
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            "_type": "Value"
        },
        "language": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        }
    }
}

ds = tfds.load('huggingface:exams/crosslingual_bg')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "stem": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "choices": {
            "feature": {
                "text": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "label": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "para": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                }
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "info": {
        "grade": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "subject": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "language": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        }
    }
}

ds = tfds.load('huggingface:exams/crosslingual_with_para_bg')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "stem": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "choices": {
            "feature": {
                "text": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "label": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "para": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                }
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "info": {
        "grade": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "subject": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "language": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        }
    }
}

ds = tfds.load('huggingface:exams/crosslingual_hr')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "stem": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "choices": {
            "feature": {
                "text": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "label": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "para": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                }
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "info": {
        "grade": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "subject": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "language": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        }
    }
}

ds = tfds.load('huggingface:exams/crosslingual_with_para_hr')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "stem": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "choices": {
            "feature": {
                "text": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "label": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "para": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                }
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "info": {
        "grade": {
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        },
        "subject": {
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            "_type": "Value"
        },
        "language": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        }
    }
}

ds = tfds.load('huggingface:exams/crosslingual_hu')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "stem": {
            "dtype": "string",
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            "_type": "Value"
        },
        "choices": {
            "feature": {
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                    "_type": "Value"
                },
                "label": {
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                    "_type": "Value"
                },
                "para": {
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                }
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "info": {
        "grade": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "subject": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "language": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        }
    }
}

ds = tfds.load('huggingface:exams/crosslingual_with_para_hu')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "stem": {
            "dtype": "string",
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            "_type": "Value"
        },
        "choices": {
            "feature": {
                "text": {
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                    "_type": "Value"
                },
                "label": {
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                    "_type": "Value"
                },
                "para": {
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                    "id": null,
                    "_type": "Value"
                }
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "info": {
        "grade": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "subject": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "language": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        }
    }
}

ds = tfds.load('huggingface:exams/crosslingual_it')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "stem": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "choices": {
            "feature": {
                "text": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "label": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "para": {
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                    "id": null,
                    "_type": "Value"
                }
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "info": {
        "grade": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "subject": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "language": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        }
    }
}

ds = tfds.load('huggingface:exams/crosslingual_with_para_it')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "stem": {
            "dtype": "string",
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            "_type": "Value"
        },
        "choices": {
            "feature": {
                "text": {
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                },
                "label": {
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                },
                "para": {
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                }
            },
            "length": -1,
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            "_type": "Sequence"
        }
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "info": {
        "grade": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "subject": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "language": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        }
    }
}

ds = tfds.load('huggingface:exams/crosslingual_mk')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "stem": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "choices": {
            "feature": {
                "text": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "label": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "para": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                }
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "info": {
        "grade": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "subject": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "language": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        }
    }
}

ds = tfds.load('huggingface:exams/crosslingual_with_para_mk')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "stem": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "choices": {
            "feature": {
                "text": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "label": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "para": {
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                    "id": null,
                    "_type": "Value"
                }
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "info": {
        "grade": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "subject": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "language": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        }
    }
}

ds = tfds.load('huggingface:exams/crosslingual_pl')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "stem": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "choices": {
            "feature": {
                "text": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "label": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "para": {
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                    "id": null,
                    "_type": "Value"
                }
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "info": {
        "grade": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "subject": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "language": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        }
    }
}

ds = tfds.load('huggingface:exams/crosslingual_with_para_pl')

EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
It consists of more than 24,000 high-quality high school exam questions in 16 languages,
covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.