مراجع:
المهمة الفرعية5.english
استخدم الأمر التالي لتحميل مجموعة البيانات هذه في TFDS:
ds = tfds.load('huggingface:sem_eval_2018_task_1/subtask5.english')
- وصف :
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.
- الترخيص : لا يوجد ترخيص معروف
- الإصدار : 1.1.0
- الإنشقاقات :
| ينقسم | أمثلة |
|---|---|
'test' | 3259 |
'train' | 6838 |
'validation' | 886 |
- سمات :
{
"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"
}
}
subtask5.spanish
استخدم الأمر التالي لتحميل مجموعة البيانات هذه في TFDS:
ds = tfds.load('huggingface:sem_eval_2018_task_1/subtask5.spanish')
- وصف :
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.
- الترخيص : لا يوجد ترخيص معروف
- الإصدار : 1.1.0
- الإنشقاقات :
| ينقسم | أمثلة |
|---|---|
'test' | 2854 |
'train' | 3561 |
'validation' | 679 |
- سمات :
{
"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"
}
}
subtask5.arabic
استخدم الأمر التالي لتحميل مجموعة البيانات هذه في TFDS:
ds = tfds.load('huggingface:sem_eval_2018_task_1/subtask5.arabic')
- وصف :
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.
- الترخيص : لا يوجد ترخيص معروف
- الإصدار : 1.1.0
- الإنشقاقات :
| ينقسم | أمثلة |
|---|---|
'test' | 1518 |
'train' | 2278 |
'validation' | 585 |
- سمات :
{
"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"
}
}