참조:
다음 명령을 사용하여 TFDS에서 이 데이터세트를 로드합니다.
ds = tfds.load('huggingface:sem_eval_2020_task_11')
- 설명 :
Propagandistic news articles use specific techniques to convey their message,
such as whataboutism, red Herring, and name calling, among many others.
The Propaganda Techniques Corpus (PTC) allows to study automatic algorithms to
detect them. We provide a permanent leaderboard to allow researchers both to
advertise their progress and to be up-to-speed with the state of the art on the
tasks offered (see below for a definition).
- 라이선스 : 알려진 라이선스 없음
- 버전 : 1.1.0
- 분할 :
| 나뉘다 | 예 |
|---|---|
'test' | 90 |
'train' | 371 |
'validation' | 75 |
- 특징 :
{
"article_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"span_identification": {
"feature": {
"start_char_offset": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"end_char_offset": {
"dtype": "int64",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"technique_classification": {
"feature": {
"start_char_offset": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"end_char_offset": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"technique": {
"num_classes": 14,
"names": [
"Appeal_to_Authority",
"Appeal_to_fear-prejudice",
"Bandwagon,Reductio_ad_hitlerum",
"Black-and-White_Fallacy",
"Causal_Oversimplification",
"Doubt",
"Exaggeration,Minimisation",
"Flag-Waving",
"Loaded_Language",
"Name_Calling,Labeling",
"Repetition",
"Slogans",
"Thought-terminating_Cliches",
"Whataboutism,Straw_Men,Red_Herring"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}