References:
qed
Use the following command to load this dataset in TFDS:
ds = tfds.load('huggingface:qed/qed')
- Description:
QED, is a linguistically informed, extensible framework for explanations in question answering. A QED explanation specifies the relationship between a question and answer according to formal semantic notions such as referential equality, sentencehood, and entailment. It is an expertannotated dataset of QED explanations built upon a subset of the Google Natural Questions dataset.
- License: No known license
- Version: 1.0.0
- Splits:
| Split | Examples |
|---|---|
'train' |
7638 |
'validation' |
1355 |
- Features:
{
"example_id": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"title_text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"url": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"question": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"paragraph_text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"sentence_starts": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"original_nq_answers": [
{
"start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"end": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"string": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
],
"annotation": {
"referential_equalities": [
{
"question_reference": {
"start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"end": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"string": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"sentence_reference": {
"start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"end": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"bridge": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"string": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
}
],
"answer": [
{
"sentence_reference": {
"start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"end": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"bridge": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"string": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"paragraph_reference": {
"start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"end": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"string": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
}
],
"explanation_type": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"selected_sentence": {
"start": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"end": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"string": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
}
}