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Related Questions
- What are some common techniques used to handle out-of-vocabulary words in entity identification?
- How can we improve the accuracy of entity identification models when encountering unknown words?
- What are some strategies for adapting entity identification models to new domains or industries with unique vocabulary?
- Can you explain the impact of out-of-vocabulary words on entity recognition performance and how to mitigate it?
- How do we balance the trade-off between entity identification accuracy and the need to handle unknown words in real-world applications?
- What are some techniques for augmenting the training data of entity identification models to include more out-of-vocabulary words?
- Can you discuss the role of pre-training and fine-tuning in entity identification models when dealing with out-of-vocabulary words?
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