POS and NER tagging: CRF vs BERT
Compared classical CRF against fine-tuned BERT for POS tagging and named-entity recognition.
- When
- 2025-07 – 2025-07
- Python
- PyTorch
- Transformers
- NLTK
- scikit-learn
Trade-offs in training time, accuracy and complexity on Penn Treebank and CoNLL-2003.