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% |