bradgrimm/patent-cpc-predictor

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%