Unlocking BERT's Potential with Active Learning: Practical Applications and Insights

Dec 5, 2024 · 4 min read · Active Learning: Enhancing BERT's Efficiency for Real-World Text Classification Text classification, a vital task in natural language processing (NLP), faces significant challenges like class imbalance and the scarcity of labeled data, often critical...