break_data

Références :

QDMR-haut niveau

Utilisez la commande suivante pour charger cet ensemble de données dans TFDS :

ds = tfds.load('huggingface:break_data/QDMR-high-level')
  • Description : 
Break is a human annotated dataset of natural language questions and their Question Decomposition Meaning Representations
(QDMRs). Break consists of 83,978 examples sampled from 10 question answering datasets over text, images and databases. 
This repository contains the Break dataset along with information on the exact data format.
  • Licence : Aucune licence connue
  • Version : 1.0.0
  • Divisions :
Diviser Exemples
'test' 3195
'train' 17503
'validation' 3130
  • Caractéristiques : 
{
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "decomposition": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "operators": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "split": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

Lexique QDMR de haut niveau

Utilisez la commande suivante pour charger cet ensemble de données dans TFDS :

ds = tfds.load('huggingface:break_data/QDMR-high-level-lexicon')
  • Description : 
Break is a human annotated dataset of natural language questions and their Question Decomposition Meaning Representations
(QDMRs). Break consists of 83,978 examples sampled from 10 question answering datasets over text, images and databases. 
This repository contains the Break dataset along with information on the exact data format.
  • Licence : Aucune licence connue
  • Version : 1.0.0
  • Divisions :
Diviser Exemples
'test' 3195
'train' 17503
'validation' 3130
  • Caractéristiques : 
{
    "source": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "allowed_tokens": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

QDMR

Utilisez la commande suivante pour charger cet ensemble de données dans TFDS :

ds = tfds.load('huggingface:break_data/QDMR')
  • Description : 
Break is a human annotated dataset of natural language questions and their Question Decomposition Meaning Representations
(QDMRs). Break consists of 83,978 examples sampled from 10 question answering datasets over text, images and databases. 
This repository contains the Break dataset along with information on the exact data format.
  • Licence : Aucune licence connue
  • Version : 1.0.0
  • Divisions :
Diviser Exemples
'test' 8069
'train' 44321
'validation' 7760
  • Caractéristiques : 
{
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "decomposition": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "operators": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "split": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

Lexique QDMR

Utilisez la commande suivante pour charger cet ensemble de données dans TFDS : 

ds = tfds.load('huggingface:break_data/QDMR-lexicon')
  • Description : 
Break is a human annotated dataset of natural language questions and their Question Decomposition Meaning Representations
(QDMRs). Break consists of 83,978 examples sampled from 10 question answering datasets over text, images and databases. 
This repository contains the Break dataset along with information on the exact data format.
  • Licence : Aucune licence connue
  • Version : 1.0.0
  • Divisions :
Diviser Exemples
'test' 8069
'train' 44321
'validation' 7760
  • Caractéristiques : 
{
    "source": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "allowed_tokens": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

formes-logiques

Utilisez la commande suivante pour charger cet ensemble de données dans TFDS : 

ds = tfds.load('huggingface:break_data/logical-forms')
  • Description : 
Break is a human annotated dataset of natural language questions and their Question Decomposition Meaning Representations
(QDMRs). Break consists of 83,978 examples sampled from 10 question answering datasets over text, images and databases. 
This repository contains the Break dataset along with information on the exact data format.
  • Licence : Aucune licence connue
  • Version : 1.0.0
  • Divisions :
Diviser Exemples
'test' 8006
'train' 44098
'validation' 7719
  • Caractéristiques : 
{
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "decomposition": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "operators": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "split": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "program": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}