NSYSU CSE Course: Speech and Language Processing

• D. Jurafsky and J. H. Martin, "Speech and Language Processing", 2nd Ed., Prentice-Hall, 2008, ISBN-10: 0131873210

• Words (ps)
• Regular Expression and Finite-State Automata
• Morphology and Finite-State Transducer
• N-grams
• Part-Of-Speech Tagging
• Hidden Markov Models
• Speech (ps)
• Phonetics and Computational Phonology
• Automatic Speech Recognition
• Syntax (ps)
• Formal Grammars
• Syntactic Parsing
• Probabilistic Parsing
• Semantics
• Meaning Representation
• Computational Semantics
• Lexical Semantics
• Applications (ps)
• Information Retrieval
• Text Summarization
• Machine Translation