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": {
"dtype": "int64",
"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",
"1904",
"1905",
"1906",
"1907",
"1908",
"1909",
"1910",
"1911",
"1912",
"1913",
"1914",
"1915",
"1916",
"1917",
"1918"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"game_score": {
"feature": {
"num_classes": 19,
"names": [
"0",
"1",
"2",
"3",
"4",
"5",
"6",
"7",
"8",
"9",
"10",
"11",
"12",
"13",
"14",
"15",
"16",
"17",
"18"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"game_score_delta": {
"feature": {
"num_classes": 37,
"names": [
"0",
"1",
"2",
"3",
"4",
"5",
"6",
"7",
"8",
"9",
"10",
"11",
"12",
"13",
"14",
"15",
"16",
"17",
"18",
"-1",
"-2",
"-3",
"-4",
"-5",
"-6",
"-7",
"-8",
"-9",
"-10",
"-11",
"-12",
"-13",
"-14",
"-15",
"-16",
"-17",
"-18"
],
"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"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"game_id": {
"dtype": "int64",
"id": null,
"_type": "Value"
}
}