COL772
| COL772 | |
|---|---|
| Natural Language processing | |
| Credits | 4 |
| Structure | 3-0-2 |
| Pre-requisites | COL106 OR Equivalent |
| Overlaps | MTL785 |
COL772 : Natural Language processing
NLP concepts: Tokenization, lemmatization, part of speech tagging, noun phrase chunking, named entity recognition, co-reference resolution, parsing, information extraction, sentiment analysis, question answering, text classification, document clustering, document summarization, discourse, machine translation. Machine learning concepts: Naïve Bayes, Hidden Markov Models, EM, Conditional Random Fields, MaxEnt Classifiers, Probabilistic Context Free Grammars.