তথ্যসূত্র:
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:scicite')
- বর্ণনা :
This is a dataset for classifying citation intents in academic papers.
The main citation intent label for each Json object is specified with the label
key while the citation context is specified in with a context key. Example:
{
'string': 'In chacma baboons, male-infant relationships can be linked to both
formation of friendships and paternity success [30,31].'
'sectionName': 'Introduction',
'label': 'background',
'citingPaperId': '7a6b2d4b405439',
'citedPaperId': '9d1abadc55b5e0',
...
}
You may obtain the full information about the paper using the provided paper ids
with the Semantic Scholar API (https://api.semanticscholar.org/).
The labels are:
Method, Background, Result
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.0.0
- বিভাজন :
বিভক্ত | উদাহরণ |
---|---|
'test' | 1859 |
'train' | 8194 |
'validation' | 916 |
- বৈশিষ্ট্য :
{
"string": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"sectionName": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"label": {
"num_classes": 3,
"names": [
"method",
"background",
"result"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"citingPaperId": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"citedPaperId": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"excerpt_index": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"isKeyCitation": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"label2": {
"num_classes": 4,
"names": [
"supportive",
"not_supportive",
"cant_determine",
"none"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"citeEnd": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"citeStart": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"source": {
"num_classes": 7,
"names": [
"properNoun",
"andPhrase",
"acronym",
"etAlPhrase",
"explicit",
"acronymParen",
"nan"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"label_confidence": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"label2_confidence": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}