Skip to content

Latest commit

 

History

History
35 lines (30 loc) · 1.53 KB

README.md

File metadata and controls

35 lines (30 loc) · 1.53 KB

Natural Language Processing

  1. Information-theoretic measures of distributional similarity
    • Entropy
    • Cross entropy
    • Kullback-Leibler divergence
    • Jensen-Shannon divergence
  2. Text preprocessing using Shell commands
  3. Naive Bayes text categorization model
  4. Cocke-Younger-Kasami parsing implementation

HW1 - Information-theoretic measures of distributional similarity

  • Entropy

* Cross entropy

* Kullback-Leibler divergence

* Jensen-Shannon divergence


HW2 - Text preprocessing using Shell commands


HW3 - Naive Bayes text categorization model


HW4 - Cocke-Younger-Kasami parsing implementation