Handbook of natural language processing
著者
書誌事項
Handbook of natural language processing
Marcel Dekker, c2000
大学図書館所蔵 全63件
注記
Includes bibliographical references and index
内容説明・目次
内容説明
This study explores the design and application of natural language text-based processing systems, based on generative linguistics, empirical copus analysis, and artificial neural networks. It emphasizes the practical tools to accommodate the selected system.
目次
- Symbolic approaches to natural language processing
- tokenisation and sentence segmentation
- lexical analysis
- parsing techniques
- semantic analysis
- discourse structure and intention recognition
- natural language generation
- intelligent writing assistance database interfaces
- information extraction
- the generation of reports from databases
- the generation of multimedia presentations
- machine translation
- dialogue systems - from theory to practice in TRAINS-96 empirical approaches to natural language processing
- corpus creation for data-intensive linguistics
- part-of-speech tagging
- alignment
- contextual word similarity
- computing similarity
- collocations
- statistical parsing
- authorship identificaiton and computational stylometry
- lexical knowledge acquisition
- example-based machine translation
- word-sense disambiguation
- NLP based on artificial neural-networks - introduction.
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