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Related Questions
- What are the common strategies for handling out-of-vocabulary words in topic modeling?
- How do different smoothing techniques affect the performance of topic modeling on rare terms?
- What are the trade-offs between using a large vocabulary and a smaller, more focused vocabulary in topic modeling?
- How can topic modeling handle words that are not present in the training data?
- What is the impact of rare term handling on the interpretability of topic models?
- Can you discuss the differences between using a dictionary-based approach and a machine learning-based approach to handle rare terms?
- What are the implications of using a fixed vocabulary versus a dynamic vocabulary in topic modeling?
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