References:
Use the following command to load this dataset in TFDS:
ds = tfds.load('huggingface:blended_skill_talk')
- Description:
A dataset of 7k conversations explicitly designed to exhibit multiple conversation modes: displaying personality, having empathy, and demonstrating knowledge.
- License: No known license
- Version: 1.0.0
- Splits:
| Split | Examples |
|---|---|
'test' |
980 |
'train' |
4819 |
'validation' |
1009 |
- Features:
{
"personas": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"additional_context": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"previous_utterance": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"context": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"free_messages": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"guided_messages": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"suggestions": {
"feature": {
"convai2": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"empathetic_dialogues": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"wizard_of_wikipedia": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"guided_chosen_suggestions": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"label_candidates": {
"feature": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}