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Related Questions
- What are the common techniques used to handle out-of-vocabulary entities in natural language processing?
- Can you explain how machine learning models handle unknown or unseen entities in text data?
- How do you approach handling out-of-vocabulary words in a conversational AI system?
- What strategies can be employed to mitigate the impact of out-of-vocabulary entities on the performance of a machine learning model?
- How do you incorporate unknown entities into the training data for a machine learning model?
- What techniques can be used to improve the robustness of a machine learning model to out-of-vocabulary entities?
- Can you discuss the trade-offs between handling out-of-vocabulary entities and the increased complexity of the model?
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