Tài liệu tham khảo:
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:re_dial')
- Sự miêu tả :
ReDial (Recommendation Dialogues) is an annotated dataset of dialogues, where users
recommend movies to each other. The dataset was collected by a team of researchers working at
Polytechnique Montréal, MILA – Quebec AI Institute, Microsoft Research Montréal, HEC Montreal, and Element AI.
The dataset allows research at the intersection of goal-directed dialogue systems
(such as restaurant recommendation) and free-form (also called “chit-chat”) dialogue systems.
- Giấy phép : Giấy phép CC BY 4.0.
- Phiên bản : 1.1.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1342 |
'train' | 10006 |
- Đặc trưng :
{
"movieMentions": [
{
"movieId": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"movieName": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
],
"respondentQuestions": [
{
"movieId": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"suggested": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"seen": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"liked": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
}
],
"messages": [
{
"timeOffset": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"senderWorkerId": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"messageId": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
}
],
"conversationId": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"respondentWorkerId": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"initiatorWorkerId": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"initiatorQuestions": [
{
"movieId": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"suggested": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"seen": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"liked": {
"dtype": "int32",
"id": null,
"_type": "Value"
}
}
]
}