Certificate Authentication

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