Referencias:
subtarea5.inglés
Utilice el siguiente comando para cargar este conjunto de datos en TFDS:
ds = tfds.load('huggingface:sem_eval_2018_task_1/subtask5.english')
- Descripción :
SemEval-2018 Task 1: Affect in Tweets: SubTask 5: Emotion Classification.
This is a dataset for multilabel emotion classification for tweets.
'Given a tweet, classify it as 'neutral or no emotion' or as one, or more, of eleven given emotions that best represent the mental state of the tweeter.'
It contains 22467 tweets in three languages manually annotated by crowdworkers using Best–Worst Scaling.
- Licencia : Ninguna licencia conocida
- Versión : 1.1.0
- Divisiones :
| Dividir | Ejemplos |
|---|---|
'test' | 3259 |
'train' | 6838 |
'validation' | 886 |
- Características :
{
"ID": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Tweet": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"anger": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"anticipation": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"disgust": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"fear": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"joy": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"love": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"optimism": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"pessimism": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"sadness": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"surprise": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"trust": {
"dtype": "bool",
"id": null,
"_type": "Value"
}
}
subtarea5.español
Utilice el siguiente comando para cargar este conjunto de datos en TFDS:
ds = tfds.load('huggingface:sem_eval_2018_task_1/subtask5.spanish')
- Descripción :
SemEval-2018 Task 1: Affect in Tweets: SubTask 5: Emotion Classification.
This is a dataset for multilabel emotion classification for tweets.
'Given a tweet, classify it as 'neutral or no emotion' or as one, or more, of eleven given emotions that best represent the mental state of the tweeter.'
It contains 22467 tweets in three languages manually annotated by crowdworkers using Best–Worst Scaling.
- Licencia : Ninguna licencia conocida
- Versión : 1.1.0
- Divisiones :
| Dividir | Ejemplos |
|---|---|
'test' | 2854 |
'train' | 3561 |
'validation' | 679 |
- Características :
{
"ID": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Tweet": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"anger": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"anticipation": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"disgust": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"fear": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"joy": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"love": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"optimism": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"pessimism": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"sadness": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"surprise": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"trust": {
"dtype": "bool",
"id": null,
"_type": "Value"
}
}
subtarea5.árabe
Utilice el siguiente comando para cargar este conjunto de datos en TFDS:
ds = tfds.load('huggingface:sem_eval_2018_task_1/subtask5.arabic')
- Descripción :
SemEval-2018 Task 1: Affect in Tweets: SubTask 5: Emotion Classification.
This is a dataset for multilabel emotion classification for tweets.
'Given a tweet, classify it as 'neutral or no emotion' or as one, or more, of eleven given emotions that best represent the mental state of the tweeter.'
It contains 22467 tweets in three languages manually annotated by crowdworkers using Best–Worst Scaling.
- Licencia : Ninguna licencia conocida
- Versión : 1.1.0
- Divisiones :
| Dividir | Ejemplos |
|---|---|
'test' | 1518 |
'train' | 2278 |
'validation' | 585 |
- Características :
{
"ID": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"Tweet": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"anger": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"anticipation": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"disgust": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"fear": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"joy": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"love": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"optimism": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"pessimism": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"sadness": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"surprise": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"trust": {
"dtype": "bool",
"id": null,
"_type": "Value"
}
}