CS-595-052

Machine Learning and Statistical Natural Language Processing

Class resources

Articles

On the article summary page, click on either "PS" (for Postscript) or "PDF" (for PDF) to get the article itself.

Here is a good page on good coding style. READ IT!!

Slides (in Powerpoint)

  1. Machine Learning, Statistical Natural Language Processing, N-gram Models
  2. HMM Part-of-speech tagging, Viterbi algorithm
  3. EM algorithm, Transformational learning
  4. Word sense disambiguation
  5. Clustering and unsupervised word sense disambiguation
  6. Shallow parsing
  7. PP Attachment
  8. Information Extraction
Assignments (in MSWord)

  1. Assignment 2
    POS tagged corpus
  2. Assignment 3
  3. Assignment 4