freebase_qa

参考:

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:freebase_qa')
  • 说明
FreebaseQA is for open-domain factoid question answering (QA) tasks over structured knowledge bases, like Freebase The data set is generated by matching trivia-type question-answer pairs with subject-predicateobject triples in Freebase.
  • 许可:无已知许可
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 3996
'train' 20358
'validation' 3994
  • 特征
{
    "Question-ID": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "RawQuestion": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "ProcessedQuestion": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "Parses": {
        "feature": {
            "Parse-Id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "PotentialTopicEntityMention": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "TopicEntityName": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "TopicEntityMid": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "InferentialChain": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "Answers": {
                "feature": {
                    "AnswersMid": {
                        "dtype": "string",
                        "id": null,
                        "_type": "Value"
                    },
                    "AnswersName": {
                        "feature": {
                            "dtype": "string",
                            "id": null,
                            "_type": "Value"
                        },
                        "length": -1,
                        "id": null,
                        "_type": "Sequence"
                    }
                },
                "length": -1,
                "id": null,
                "_type": "Sequence"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}