sem_eval_2020_task_11

তথ্যসূত্র:

TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:

ds = tfds.load('huggingface:sem_eval_2020_task_11')
  • বর্ণনা :
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).
  • লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
  • সংস্করণ : 1.1.0
  • বিভাজন :
বিভক্ত উদাহরণ
'test' 90
'train' 371
'validation' 75
  • বৈশিষ্ট্য :
{
    "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"
    }
}