प्राकृतिक_प्रश्न

सन्दर्भ:

• कोड
• हगिंगफेस

इस डेटासेट को TFDS में लोड करने के लिए निम्न कमांड का उपयोग करें:

ds = tfds.load('huggingface:natural_questions')

• विवरण :

The NQ corpus contains questions from real users, and it requires QA systems to
read and comprehend an entire Wikipedia article that may or may not contain the
answer to the question. The inclusion of real user questions, and the
requirement that solutions should read an entire page to find the answer, cause
NQ to be a more realistic and challenging task than prior QA datasets.

• लाइसेंस : कोई ज्ञात लाइसेंस नहीं
• संस्करण : 0.0.2
• विभाजन :

• विशेषताएं :

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "document": {
        "title": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "url": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "html": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "tokens": {
            "feature": {
                "token": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "is_html": {
                    "dtype": "bool",
                    "id": null,
                    "_type": "Value"
                }
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "question": {
        "text": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "tokens": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "annotations": {
        "feature": {
            "id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "long_answer": {
                "start_token": {
                    "dtype": "int64",
                    "id": null,
                    "_type": "Value"
                },
                "end_token": {
                    "dtype": "int64",
                    "id": null,
                    "_type": "Value"
                },
                "start_byte": {
                    "dtype": "int64",
                    "id": null,
                    "_type": "Value"
                },
                "end_byte": {
                    "dtype": "int64",
                    "id": null,
                    "_type": "Value"
                }
            },
            "short_answers": {
                "feature": {
                    "start_token": {
                        "dtype": "int64",
                        "id": null,
                        "_type": "Value"
                    },
                    "end_token": {
                        "dtype": "int64",
                        "id": null,
                        "_type": "Value"
                    },
                    "start_byte": {
                        "dtype": "int64",
                        "id": null,
                        "_type": "Value"
                    },
                    "end_byte": {
                        "dtype": "int64",
                        "id": null,
                        "_type": "Value"
                    },
                    "text": {
                        "dtype": "string",
                        "id": null,
                        "_type": "Value"
                    }
                },
                "length": -1,
                "id": null,
                "_type": "Sequence"
            },
            "yes_no_answer": {
                "num_classes": 2,
                "names": [
                    "NO",
                    "YES"
                ],
                "names_file": null,
                "id": null,
                "_type": "ClassLabel"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}