iolimat482/common-core-bert-hierarchical-classification_v3

BERT Hierarchical Classification Model

This model is a fine-tuned BERT-based model for hierarchical classification of Common Core Standard questions.

Model Description

The model classifies input texts into the following hierarchical levels:

• Grade
• Domain
• Cluster
• Standard

Files

• config.json: Model configuration.
• pytorch_model.bin: Model weights.
• modeling.py: Model class definition.
• tokenizer/: Tokenizer files.
• label_encoders.joblib: Label encoders for mapping predictions back to labels.

Usage

See instructions below on how to load and use the model.