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Understanding Perplexity in NLP
Published:
When trying to understand the relationship between perplexity and entropy, I searched through many resources on the Internet, but none provided a detailed formula derivation and understanding. Therefore, I have written this article to document my thoughts.
A Concise Introduction to Probability Theory
Published:
This is a straightforward introduction to probability theory, including combinatorial analysis, random variables, and more.