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If you are enrolled in the course, you can find all Lab material on Canvas.

Otherwise, check our github repository.

Notebooks

  • Lab1: reading text, data structures, Zipf's law
  • Lab2: probability theory, maximum likelihood estimation
  • Lab3: n-gram language models (estimation, smoothing, evaluation)
  • Lab4: HMM LM and tagging (estimation, evaluation)