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Related Questions
- What are the common issues that arise when fine-tuning pre-trained language models for named entity recognition tasks?
- How do domain shift and out-of-vocabulary words affect the performance of fine-tuned language models in named entity recognition?
- What are the methods for handling class imbalance in named entity recognition tasks when fine-tuning pre-trained language models?
- What are some common techniques for tuning the hyperparameters of pre-trained language models for named entity recognition tasks?
- How does the choice of pre-training data and fine-tuning data impact the performance of language models in named entity recognition tasks?
- What are some strategies for handling named entity recognition tasks with few training examples?
- Can you explain the role of task-specific fine-tuning objectives in improving the performance of pre-trained language models for named entity recognition?
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