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Related Questions
- What are the key factors to consider when selecting a dataset for fine-tuning named entity recognition models?
- Can you explain the concept of transfer learning in the context of fine-tuning named entity recognition models?
- How does domain adaptation affect the performance of named entity recognition models, and what techniques can be used to improve adaptation?
- What role do pre-trained language models play in fine-tuning named entity recognition models for specific domains?
- What are the challenges associated with fine-tuning named entity recognition models for highly specialized industries, such as medicine or law?
- Can you discuss the importance of data quality and quantity in fine-tuning named entity recognition models for specific domains?
- What are some common techniques used to handle out-of-vocabulary words and named entity variations when fine-tuning named entity recognition models?
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