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diplomacy_detection

参考:

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:diplomacy_detection')
  • 说明
The Diplomacy dataset contains pairwise conversations annotated by the sender and the receiver for deception (and conversely truthfulness).   The 17,289 messages are gathered from 12 games.
  • 许可:无已知许可
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 42
'train' 189
'validation' 21
  • 特征
{
    "messages": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "sender_labels": {
        "feature": {
            "num_classes": 2,
            "names": [
                "false",
                "true"
            ],
            "names_file": null,
            "id": null,
            "_type": "ClassLabel"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "receiver_labels": {
        "feature": {
            "num_classes": 3,
            "names": [
                "false",
                "true",
                "noannotation"
            ],
            "names_file": null,
            "id": null,
            "_type": "ClassLabel"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "speakers": {
        "feature": {
            "num_classes": 7,
            "names": [
                "italy",
                "turkey",
                "russia",
                "england",
                "austria",
                "germany",
                "france"
            ],
            "names_file": null,
            "id": null,
            "_type": "ClassLabel"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "receivers": {
        "feature": {
            "num_classes": 7,
            "names": [
                "italy",
                "turkey",
                "russia",
                "england",
                "austria",
                "germany",
                "france"
            ],
            "names_file": null,
            "id": null,
            "_type": "ClassLabel"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "absolute_message_index": {
        "feature": {
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            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "relative_message_index": {
        "feature": {
            "dtype": "int64",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "seasons": {
        "feature": {
            "num_classes": 6,
            "names": [
                "spring",
                "fall",
                "winter",
                "Spring",
                "Fall",
                "Winter"
            ],
            "names_file": null,
            "id": null,
            "_type": "ClassLabel"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "years": {
        "feature": {
            "num_classes": 18,
            "names": [
                "1901",
                "1902",
                "1903",
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                "1905",
                "1906",
                "1907",
                "1908",
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                "1917",
                "1918"
            ],
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            "_type": "ClassLabel"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "game_score": {
        "feature": {
            "num_classes": 19,
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        },
        "length": -1,
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    },
    "game_score_delta": {
        "feature": {
            "num_classes": 37,
            "names": [
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            ],
            "names_file": null,
            "id": null,
            "_type": "ClassLabel"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "players": {
        "feature": {
            "num_classes": 7,
            "names": [
                "italy",
                "turkey",
                "russia",
                "england",
                "austria",
                "germany",
                "france"
            ],
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            "id": null,
            "_type": "ClassLabel"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "game_id": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    }
}