Attend the Women in ML Symposium on December 7 Register now

blended_skill_talk

参考:

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:blended_skill_talk')
  • 说明
A dataset of 7k conversations explicitly designed to exhibit multiple conversation modes: displaying personality, having empathy, and demonstrating knowledge.
  • 许可:无已知许可
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 980
'train' 4819
'validation' 1009
  • 特征
{
    "personas": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "additional_context": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "previous_utterance": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "context": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "free_messages": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "guided_messages": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "suggestions": {
        "feature": {
            "convai2": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "empathetic_dialogues": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "wizard_of_wikipedia": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "guided_chosen_suggestions": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "label_candidates": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}