An Overview of Language Processing.- Corpus Processing Tools.- Encoding and Annotation Scheme.- Topics in Information Theory and Machine Learning.- Counting Words.- Words, Parts of Speech, and Morphology.- Part-of-Speech Tagging Using Rules.- Part-of-Speech Tagging Using Statistical Techniques.- Phrase-Structure Grammars in Prolog.- Partial Parsing.- Syntactic Formalisms.- Constituent Parsing.- Dependency Parsing.- Semantics and Predicate Logic.- Lexical Semantics.- Discourse.- Dialogue.- Appendix A, An Introduction to Prolog Index References.
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