References:
v1.0
Use the following command to load this dataset in TFDS:
ds = tfds.load('huggingface:cos_e/v1.0')
- Description:
Common Sense Explanations (CoS-E) allows for training language models to
automatically generate explanations that can be used during training and
inference in a novel Commonsense Auto-Generated Explanation (CAGE) framework.
- License: No known license
- Version: 1.0.0
- Splits:
| Split | Examples |
|---|---|
'train' |
7610 |
'validation' |
950 |
- Features:
{
"id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"question": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"choices": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"answer": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"abstractive_explanation": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"extractive_explanation": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
v1.11
Use the following command to load this dataset in TFDS:
ds = tfds.load('huggingface:cos_e/v1.11')
- Description:
Common Sense Explanations (CoS-E) allows for training language models to
automatically generate explanations that can be used during training and
inference in a novel Commonsense Auto-Generated Explanation (CAGE) framework.
- License: No known license
- Version: 1.11.0
- Splits:
| Split | Examples |
|---|---|
'train' |
9741 |
'validation' |
1221 |
- Features:
{
"id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"question": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"choices": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"answer": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"abstractive_explanation": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"extractive_explanation": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}