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Basic NLP Concepts:

  1. Tokenization
  2. Segmentation
  3. POS-Tagging
  4. Lemmatization
  5. Stemming
  6. Levenshtein Distance/Edit Distance
  7. Byte-pair Encoding
  8. Language Models and Perplexity
  9. Regular Expression Matching

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