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Short Introduction to NLP methods

word and sentence tokenization
text classification
sentiment analysis
spelling correction
information extraction
parsing
meaning extraction
question answering
Overview of NLP theory

probability
statistics
machine learning
n-gram language modeling
naive bayes
maxent classifiers
sequence models (Hidden Markov Models)
probabilistic dependency
constituent parsing
vector-space models of meaning