cwinkler/distilbert-base-uncased-finetuned-greenpatent
Text Classification • Updated • 7
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Green patents dataset
- num_rows: 9145
- features: [title, label]
- label: 0, 1
The dataset contains patent titles that are labeled as 1 (="green") and 0 (="not green").
"green" patents titles were gathered by searching for CPC class "Y02" with Google Patents (query: "status:APPLICATION type:PATENT (Y02) country:EP,US", 05/01/2023).
"not green" patents titles are derived from the HUPD dataset (random choice of 5000 titles). We could not find any patents in HUPD assigned to any CPC class starting with "Y".
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Models trained or fine-tuned on cwinkler/green_patents