xor_tydi_qa

তথ্যসূত্র:

• কোড
• আলিঙ্গন মুখ

xor-পুনরুদ্ধার

TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:

ds = tfds.load('huggingface:xor_tydi_qa/xor-retrieve')

• বর্ণনা :

XOR-TyDi QA brings together for the first time information-seeking questions,
    open-retrieval QA, and multilingual QA to create a multilingual open-retrieval
    QA dataset that enables cross-lingual answer retrieval. It consists of questions
    written by information-seeking native speakers in 7 typologically diverse languages
    and answer annotations that are retrieved from multilingual document collections.
    There are three sub-tasks: XOR-Retrieve, XOR-EnglishSpan, and XOR-Full.

XOR-Retrieve is a cross-lingual retrieval task where a question is written in the target
language (e.g., Japanese) and a system is required to retrieve English document that answers the question.

• লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
• সংস্করণ : 1.1.0
• বিভাজন :

বিভক্ত	উদাহরণ
'test'	2499
'train'	15250
'validation'	2110

• বৈশিষ্ট্য :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "lang": {
        "num_classes": 7,
        "names": [
            "ar",
            "bn",
            "fi",
            "ja",
            "ko",
            "ru",
            "te"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "answers": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

xor-পূর্ণ

TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:

ds = tfds.load('huggingface:xor_tydi_qa/xor-full')

• বর্ণনা :

XOR-TyDi QA brings together for the first time information-seeking questions,
    open-retrieval QA, and multilingual QA to create a multilingual open-retrieval
    QA dataset that enables cross-lingual answer retrieval. It consists of questions
    written by information-seeking native speakers in 7 typologically diverse languages
    and answer annotations that are retrieved from multilingual document collections.
    There are three sub-tasks: XOR-Retrieve, XOR-EnglishSpan, and XOR-Full.

XOR-Full is a cross-lingual retrieval task where a question is written in the target
language (e.g., Japanese) and a system is required to output a short answer in the target language.

• লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
• সংস্করণ : 1.1.0
• বিভাজন :

বিভক্ত	উদাহরণ
'test'	8176
'train'	61360
'validation'	3473

• বৈশিষ্ট্য :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "lang": {
        "num_classes": 7,
        "names": [
            "ar",
            "bn",
            "fi",
            "ja",
            "ko",
            "ru",
            "te"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "answers": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}