The Oxford Handbook of Computational Linguistics
Thirty-eight chapters, commissioned from experts all over the world, describe major concepts, methods, and applications in computational linguistics. Part I, Linguistic Fundamentals, provides an overview of the field suitable for senior undergraduates and non-specialists from other fields of linguistics and related disciplines. Part II describes current tasks, techniques, and tools in Natural Language Processing and aims to meet the needs of post-doctoral workers and others embarking on...
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International experts contribute 38 chapters covering major concepts, methods, and applications for computational linguistics. The handbook provides a current reference on the field for use by a wide range of linguists as well as researchers and students in artificial intelligence, infomatics, language engineering, translation, and cognitive science. Structured with a progression from theory to application, the handbook begins with the main areas of linguistics and varied topics in mathematical linguistics. The book then covers the tasks, methods, and resources in and required for automatic language processing. Later chapters cover real-world applications of computational linguistics techniques. The book is cross-referenced and includes a glossary. Mitkov is a professor of computational linguistics and language engineering at the University of Wolverhampton. Annotation ©2003 Book News, Inc., Portland, OR
PrefaceAbbreviationsIntroduction1Phonology32Morphology253Lexicography484Syntax705Semantics916Discourse1127Pragmatics and Dialogue1368Formal Grammars and Languages1579Complexity17810Text Segmentation20111Part-of-Speech Tagging21912Parsing23313Word-Sense Disambiguation24914Anaphora Resolution26615Natural Language Generation28416Speech Recognition30517Text-to-Speech Synthesis32318Finite-State Technology33919Statistical Methods35820Machine Learning37621Lexical Knowledge Acquisition39522Evaluation41423Sublanguages and Controlled Languages43024Corpus Linguistics44825Ontologies46426Tree-Adjoining Grammars48327Machine Translation: General Overview50128Machine Translation: Latest Developments51229Information Retrieval52930Information Extraction54531Question Answering56032Text Summarization58333Term Extraction and Automatic Indexing59934Text Data Mining61635Natural Language Interaction62936Natural Language in Multimodal and Multimedia Systems65037Natural Language Processing in Computer-Assisted Language Learning67038Multilingual On-Line Natural Language Processing699Notes on Contributors717Glossary727Index of Authors761Subject Index775
