Referencias:
California
Utilice el siguiente comando para cargar este conjunto de datos en TFDS:
ds = tfds.load('huggingface:multi_booked/ca')
- Descripción :
MultiBooked is a corpus of Basque and Catalan Hotel Reviews Annotated for Aspect-level Sentiment Classification.
The corpora are compiled from hotel reviews taken mainly from booking.com. The corpora are in Kaf/Naf format, which is
an xml-style stand-off format that allows for multiple layers of annotation. Each review was sentence- and
word-tokenized and lemmatized using Freeling for Catalan and ixa-pipes for Basque. Finally, for each language two
annotators annotated opinion holders, opinion targets, and opinion expressions for each review, following the
guidelines set out in the OpeNER project.
- Licencia : CC-BY 3.0
- Versión : 0.0.0
- Divisiones :
| Separar | Ejemplos |
|---|---|
'train' | 567 |
- Características :
{
"text": {
"feature": {
"wid": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"sent": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"para": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"word": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"terms": {
"feature": {
"tid": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"lemma": {
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"id": null,
"_type": "Value"
},
"morphofeat": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"pos": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"opinions": {
"feature": {
"oid": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"opinion_holder_target": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"opinion_target_target": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"opinion_expression_polarity": {
"num_classes": 4,
"names": [
"StrongNegative",
"Negative",
"Positive",
"StrongPositive"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"opinion_expression_target": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
UE
Utilice el siguiente comando para cargar este conjunto de datos en TFDS:
ds = tfds.load('huggingface:multi_booked/eu')
- Descripción :
MultiBooked is a corpus of Basque and Catalan Hotel Reviews Annotated for Aspect-level Sentiment Classification.
The corpora are compiled from hotel reviews taken mainly from booking.com. The corpora are in Kaf/Naf format, which is
an xml-style stand-off format that allows for multiple layers of annotation. Each review was sentence- and
word-tokenized and lemmatized using Freeling for Catalan and ixa-pipes for Basque. Finally, for each language two
annotators annotated opinion holders, opinion targets, and opinion expressions for each review, following the
guidelines set out in the OpeNER project.
- Licencia : CC-BY 3.0
- Versión : 0.0.0
- Divisiones :
| Separar | Ejemplos |
|---|---|
'train' | 343 |
- Características :
{
"text": {
"feature": {
"wid": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"sent": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"para": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"word": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"terms": {
"feature": {
"tid": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"lemma": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"morphofeat": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"pos": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"opinions": {
"feature": {
"oid": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"opinion_holder_target": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"opinion_target_target": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"opinion_expression_polarity": {
"num_classes": 4,
"names": [
"StrongNegative",
"Negative",
"Positive",
"StrongPositive"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"opinion_expression_target": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}