مراجع:
subtask5.english
برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:
ds = tfds.load('huggingface:sem_eval_2018_task_1/subtask5.english')
- توضیحات :
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.
- مجوز : مجوز شناخته شده ای وجود ندارد
- نسخه : 1.1.0
- تقسیم ها :
تقسیم کنید | نمونه ها |
---|---|
'test' | 3259 |
'train' | 6838 |
'validation' | 886 |
- ویژگی ها :
{
"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
برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:
ds = tfds.load('huggingface:sem_eval_2018_task_1/subtask5.spanish')
- توضیحات :
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.
- مجوز : مجوز شناخته شده ای وجود ندارد
- نسخه : 1.1.0
- تقسیم ها :
تقسیم کنید | نمونه ها |
---|---|
'test' | 2854 |
'train' | 3561 |
'validation' | 679 |
- ویژگی ها :
{
"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"
}
}
زیرکار5.عربی
برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:
ds = tfds.load('huggingface:sem_eval_2018_task_1/subtask5.arabic')
- توضیحات :
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.
- مجوز : مجوز شناخته شده ای وجود ندارد
- نسخه : 1.1.0
- تقسیم ها :
تقسیم کنید | نمونه ها |
---|---|
'test' | 1518 |
'train' | 2278 |
'validation' | 585 |
- ویژگی ها :
{
"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"
}
}