social_bias_frames

Riferimenti:

Utilizzare il comando seguente per caricare questo set di dati in TFDS:

ds = tfds.load('huggingface:social_bias_frames')
  • Descrizione :
Social Bias Frames is a new way of representing the biases and offensiveness that are implied in language.
For example, these frames are meant to distill the implication that "women (candidates) are less qualified"
behind the statement "we shouldnt lower our standards to hire more women."
  • Licenza : nessuna licenza conosciuta
  • Versione : 0.0.0
  • Divide :
Diviso Esempi
'test' 17501
'train' 112900
'validation' 16738
  • Caratteristiche :
{
    "whoTarget": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "intentYN": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sexYN": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sexReason": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "offensiveYN": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "annotatorGender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "annotatorMinority": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sexPhrase": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "speakerMinorityYN": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "WorkerId": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "HITId": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "annotatorPolitics": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "annotatorRace": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "annotatorAge": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "post": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "targetMinority": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "targetCategory": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "targetStereotype": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "dataSource": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}