The following are draft copies of chapters from
Jurasky & Martin, Speech and Language Processing: An Introduction to
Natural Language Processing, Computational Linguistics, and Speech
Recognition, Second Edition. Please do not circulate without
permission of the authors.
- Intro
- Regular Sets and Automata
- Words and Transducers
- N-grams
- Word Classes and Part-of-Speech Tagging
- Hidden Markov and Maximum Entropy Models
- Phonetics
- Speech Synthesis
- Automatic Speech Recognition
- Speech Recognition: Advanced Topics
- Computational Phonology
- Formal Grammars of English
- Parsing with Congext-Free Grammars
- Statistical Parsing
- Language and Complexity
- Features and Unification
- Semantics
- Computational Semantics
- Lexical Semantics
- Computational Lexical Semantics
- Discourse
- Information Extraction
- Question Answering and Summarization
- Dialog and Conversational Agents
- Machine Translation