Tài liệu tham khảo:
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:daily_dialog')
- Sự miêu tả :
We develop a high-quality multi-turn dialog dataset, DailyDialog, which is intriguing in several aspects.
The language is human-written and less noisy. The dialogues in the dataset reflect our daily communication way
and cover various topics about our daily life. We also manually label the developed dataset with communication
intention and emotion information. Then, we evaluate existing approaches on DailyDialog dataset and hope it
benefit the research field of dialog systems.
- Giấy phép : cc-by-nc-sa-4.0
- Phiên bản : 1.0.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 1000 |
'train' | 11118 |
'validation' | 1000 |
- Đặc trưng :
{
"dialog": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"act": {
"feature": {
"num_classes": 5,
"names": [
"__dummy__",
"inform",
"question",
"directive",
"commissive"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"emotion": {
"feature": {
"num_classes": 7,
"names": [
"no emotion",
"anger",
"disgust",
"fear",
"happiness",
"sadness",
"surprise"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}