This repository contains a DistilBERT-based text classification model trained using Active Learning with a Stabilizing Predictions stopping criterion. The pipeline incrementally labels the most uncertain samples from an unlabeled pool to maximize performance while minimizing labeled data requirements.
The project includes:
Data loading and preprocessing
Tokenization and encoding for Hugging Face transformers
