qa4mre

อ้างอิง:

• รหัส
• กอดหน้า

2011.main.DE

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2011.main.DE')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2011.main.EN

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2011.main.EN')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2011.main.ES

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2011.main.ES')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2011.main.ไอที

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2011.main.IT')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2011.main.RO

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2011.main.RO')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2012.main.เออาร์

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2012.main.AR')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2012.main.BG

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2012.main.BG')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2012.main.DE

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2012.main.DE')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2012.main.EN

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2012.main.EN')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2012.main.ES

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2012.main.ES')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2012.main.ไอที

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2012.main.IT')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2012.main.RO

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2012.main.RO')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2012.alzheimers.EN

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2012.alzheimers.EN')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2013.main.อาร์

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2013.main.AR')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2013.main.BG

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2013.main.BG')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2013.main.EN

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2013.main.EN')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2013.main.ES

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2013.main.ES')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2013.main.RO

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2013.main.RO')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2013.อัลไซเมอร์.EN

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2013.alzheimers.EN')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2013.entrance_exam.EN

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:qa4mre/2013.entrance_exam.EN')

• คำอธิบาย :

QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in 
question answering and reading comprehension. The dataset contains a supporting 
passage and a set of questions corresponding to the passage. Multiple options 
for answers are provided for each question, of which only one is correct. The 
training and test datasets are available for the main track.
Additional gold standard documents are available for two pilot studies: one on 
alzheimers data, and the other on entrance exams data.

• ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
• เวอร์ชั่น : 0.1.0
• แยก :

• คุณสมบัติ :

{
    "topic_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "topic_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "test_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_options": {
        "feature": {
            "answer_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_str": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "correct_answer_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "correct_answer_str": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}