Tài liệu tham khảo:
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:sem_eval_2020_task_11')
- Sự miêu tả :
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).
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 1.1.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 90 |
'train' | 371 |
'validation' | 75 |
- Đặc trưng :
{
"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"
}
}