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Related Questions
- How does perplexity relate to the probability of a sequence of words in a language model?
- What is the standard formula for calculating perplexity in language modeling?
- Can perplexity be used as a standalone metric for evaluating model performance, or is it typically used in conjunction with other metrics?
- How does perplexity change as the model's vocabulary size increases?
- What are some common pitfalls or limitations of using perplexity as an evaluation metric?
- Can perplexity be used to compare the performance of different language models trained on the same dataset?
- How does perplexity relate to other evaluation metrics such as BLEU score or ROUGE score in machine translation tasks?
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