課程大綱： Natural Language Processing培訓(xùn)
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
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