Code Samples from my independent study in Natural Language Processing
| Week # | Topic | Chapter | Project |
|---|---|---|---|
| 1 | Finite State Automata/Finite State Transducers | Chapter 2 (Jurafsky, Martin) & Chapter 3 (Jurafsky, Martin) | FSA that recognizes numbers between 1-999999 |
| 2 | N-Grams | Chapter 6 (Jurafsky, Martin) | Spanish Deconjugator, takes conjugated verbs in Spanish and conjugates to the infinitive. |
| 3 | Speech Processing/Hidden Markov Models | Chapter 5 (Jurafsky, Martin) & Chapter 7 (Jurafsky, Martin) | None |
| 4 | Part Of Speech Tagging | Chapter 8 (Jurafsky, Martin) | POSTagging, part of speech tagger using HMMs and the Viterbi Algorithm |
| 5 | Part Of Speech Tagging, Sentiment Analysis | Various Papers on Hidden Markov Models and Sentiment Analysis | SentimentAnalysis, categorized sentiment of movie reviews |