To improve NER accuracy:
Use a larger dataset: Train models on more annotated data to learn better patterns.
Fine-tune models: Optimize pre-trained models for specific tasks and domains.
Use contextual information: Incorporate word embeddings and other contextual features.
Ensemble methods: Combine predictions from multiple models to improve accuracy.