| language: en | |
| tags: | |
| - patent | |
| - deberta | |
| license: mit | |
| # Patent CPC Predictor | |
| This is a fine-tuned version of microsoft/deberta-v3-small for predicting Patent CPC codes. | |
| # Dataset | |
| Dataset consists of titles and abstracts sampled from granted patent applications: | |
| https://www.kaggle.com/datasets/grimmace/sampled-patent-titles | |
| # Results | |
| | Category | Accuracy | | |
| | --- | ----------- | | |
| | Section | 92% | | |
| | Class | 88% | | |
| | Subclass | 85% | |