参考文献:
トラベルダイアログ
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:kd_conv/travel_dialogues')
- 説明：
KdConv is a Chinese multi-domain Knowledge-driven Conversionsation dataset, grounding the topics in multi-turn conversations to knowledge graphs. KdConv contains 4.5K conversations from three domains (film, music, and travel), and 86K utterances with an average turn number of 19.0. These conversations contain in-depth discussions on related topics and natural transition between multiple topics, while the corpus can also used for exploration of transfer learning and domain adaptation.
- ライセンス: Apache ライセンス 2.0
- バージョン: 0.0.0
- 分割:
| スプリット | 例 |
|---|---|
'test' | 150 |
'train' | 1200 |
'validation' | 150 |
- 特徴：
{
"messages": {
"feature": {
"message": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"attrs": {
"feature": {
"attrname": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"attrvalue": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"name": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"domain": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
トラベルナレッジベース
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:kd_conv/travel_knowledge_base')
- 説明：
KdConv is a Chinese multi-domain Knowledge-driven Conversionsation dataset, grounding the topics in multi-turn conversations to knowledge graphs. KdConv contains 4.5K conversations from three domains (film, music, and travel), and 86K utterances with an average turn number of 19.0. These conversations contain in-depth discussions on related topics and natural transition between multiple topics, while the corpus can also used for exploration of transfer learning and domain adaptation.
- ライセンス: Apache ライセンス 2.0
- バージョン: 0.0.0
- 分割:
| スプリット | 例 |
|---|---|
'train' | 1154 |
- 特徴：
{
"head_entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"kb_triplets": {
"feature": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"domain": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
音楽_対話
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:kd_conv/music_dialogues')
- 説明：
KdConv is a Chinese multi-domain Knowledge-driven Conversionsation dataset, grounding the topics in multi-turn conversations to knowledge graphs. KdConv contains 4.5K conversations from three domains (film, music, and travel), and 86K utterances with an average turn number of 19.0. These conversations contain in-depth discussions on related topics and natural transition between multiple topics, while the corpus can also used for exploration of transfer learning and domain adaptation.
- ライセンス: Apache ライセンス 2.0
- バージョン: 0.0.0
- 分割:
| スプリット | 例 |
|---|---|
'test' | 150 |
'train' | 1200 |
'validation' | 150 |
- 特徴：
{
"messages": {
"feature": {
"message": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"attrs": {
"feature": {
"attrname": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"attrvalue": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"name": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"domain": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
音楽知識ベース
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:kd_conv/music_knowledge_base')
- 説明：
KdConv is a Chinese multi-domain Knowledge-driven Conversionsation dataset, grounding the topics in multi-turn conversations to knowledge graphs. KdConv contains 4.5K conversations from three domains (film, music, and travel), and 86K utterances with an average turn number of 19.0. These conversations contain in-depth discussions on related topics and natural transition between multiple topics, while the corpus can also used for exploration of transfer learning and domain adaptation.
- ライセンス: Apache ライセンス 2.0
- バージョン: 0.0.0
- 分割:
| スプリット | 例 |
|---|---|
'train' | 4441 |
- 特徴：
{
"head_entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"kb_triplets": {
"feature": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"domain": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
フィルムダイアローグ
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:kd_conv/film_dialogues')
- 説明：
KdConv is a Chinese multi-domain Knowledge-driven Conversionsation dataset, grounding the topics in multi-turn conversations to knowledge graphs. KdConv contains 4.5K conversations from three domains (film, music, and travel), and 86K utterances with an average turn number of 19.0. These conversations contain in-depth discussions on related topics and natural transition between multiple topics, while the corpus can also used for exploration of transfer learning and domain adaptation.
- ライセンス: Apache ライセンス 2.0
- バージョン: 0.0.0
- 分割:
| スプリット | 例 |
|---|---|
'test' | 150 |
'train' | 1200 |
'validation' | 150 |
- 特徴：
{
"messages": {
"feature": {
"message": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"attrs": {
"feature": {
"attrname": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"attrvalue": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"name": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"domain": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
映画知識ベース
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:kd_conv/film_knowledge_base')
- 説明：
KdConv is a Chinese multi-domain Knowledge-driven Conversionsation dataset, grounding the topics in multi-turn conversations to knowledge graphs. KdConv contains 4.5K conversations from three domains (film, music, and travel), and 86K utterances with an average turn number of 19.0. These conversations contain in-depth discussions on related topics and natural transition between multiple topics, while the corpus can also used for exploration of transfer learning and domain adaptation.
- ライセンス: Apache ライセンス 2.0
- バージョン: 0.0.0
- 分割:
| スプリット | 例 |
|---|---|
'train' | 8090 |
- 特徴：
{
"head_entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"kb_triplets": {
"feature": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"domain": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
all_dialogues
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:kd_conv/all_dialogues')
- 説明：
KdConv is a Chinese multi-domain Knowledge-driven Conversionsation dataset, grounding the topics in multi-turn conversations to knowledge graphs. KdConv contains 4.5K conversations from three domains (film, music, and travel), and 86K utterances with an average turn number of 19.0. These conversations contain in-depth discussions on related topics and natural transition between multiple topics, while the corpus can also used for exploration of transfer learning and domain adaptation.
- ライセンス: Apache ライセンス 2.0
- バージョン: 0.0.0
- 分割:
| スプリット | 例 |
|---|---|
'test' | 450 |
'train' | 3600 |
'validation' | 450 |
- 特徴：
{
"messages": {
"feature": {
"message": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"attrs": {
"feature": {
"attrname": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"attrvalue": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"name": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"domain": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
すべての知識ベース
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:kd_conv/all_knowledge_base')
- 説明：
KdConv is a Chinese multi-domain Knowledge-driven Conversionsation dataset, grounding the topics in multi-turn conversations to knowledge graphs. KdConv contains 4.5K conversations from three domains (film, music, and travel), and 86K utterances with an average turn number of 19.0. These conversations contain in-depth discussions on related topics and natural transition between multiple topics, while the corpus can also used for exploration of transfer learning and domain adaptation.
- ライセンス: Apache ライセンス 2.0
- バージョン: 0.0.0
- 分割:
| スプリット | 例 |
|---|---|
'train' | 13685 |
- 特徴：
{
"head_entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"kb_triplets": {
"feature": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"domain": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}