1. NLP Class
    1. Home
    2. Syllabus
    3. Schedule
    4. Notes
    5. Assignment Requirements
    6. Links
  2. Useful Information
    1. Scala
  3. Assignments
    1. #0 - Programming
    2. #1 - Probability
    3. #2 - Classification
    4. #3 - N-Grams
    5. #4 - HMMs
    6. #5 - MaxEnt
    7. #6 - Parsing
  4. External Links
    1. UTCL Main site
    2. Blackboard

Notes

  1. Lecture Notes

Lecture Notes

Aug 29, 2013 Course Introduction (pdf)
Sept 10, 2013 Probability (pdf)
Sept 12, 2013 Classification (pdf)
Sept 24, 2013 N-Grams (pdf)
Oct 8, 2013 Hidden Markov Models (pdf) (em spreadsheet)
Oct 24, 2013 Maximum Entropy Models (pdf)
Nov 5, 2013 Parsing (pdf)
Nov 19, 2013 Semantics (pdf)
Nov 26, 2013 Weakly-Supervised Learning (pdf)