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Related Questions
- What is the difference between uniform and weighted sampling in negative sampling strategies for analogy generation?
- Can you explain the concept of frequency-based sampling and how it is used in analogy generation?
- How does the choice of similarity metric affect the performance of negative sampling strategies in analogy generation?
- What are the advantages and disadvantages of using word embeddings for negative sampling in analogy generation?
- Can you provide examples of how to implement negative sampling strategies using different machine learning frameworks?
- How can we evaluate the effectiveness of negative sampling strategies in analogy generation?
- What are some common challenges associated with negative sampling in analogy generation, and how can they be addressed?
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