Trends in Parsing Technology: Dependency Parsing, Domain Adaptation, and Deep Parsing

Name: Trends in Parsing Technology: Dependency Parsing, Domain Adaptation, and Deep Parsing
Brand: Springer
SKU: 9789400733794
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ISBN13: 9789400733794
Binding: Paperback
Subject: N/A
Publisher: Springer
Publisher Imprint: Springer
Publication Date: December 6, 2012
Pages: 298
Original Price: EUR 99.99
Language: English
Edition: 2010
Item Weight: 440 grams
BISAC Subject(s): Linguistics / General, Artificial Intelligence / Natural Language Processing, and Speech & Audio Processing

About The Book

From the Back Cover

Parsing technology is a central area of research in the automatic processing of human language. It is concerned with the decomposition of complex structures into their constituent parts, in particular with the methods, the tools and the software to parse automatically. Parsers are used in many application areas, such as information extraction from free text or speech, question answering, speech recognition and understanding, recommender systems, machine translation, and automatic summarization. New developments in the area of parsing technology are thus widely applicable.

This book collects contributions from leading researchers in the area of natural language processing technology, describing their recent work and a range of new techniques and results. The book presents a state-of-the-art overview of current research in parsing tehcnologies with a focus on three important themes in the field today: dependency parsing, domain adaptation, and deep parsing.

This book is the fourth in a line of such collections, and its breadth of coverage should make it suitable both as an overview of the state of the field for graduate students, and as a reference for established researchers in Computational Linguistics, Artificial Intelligence, Computer Science, Language Engineering, Information Science, and Cognitive Science. It will also be of interest to designers, developers, and advanced users of natural language processing systems, including applications such as spoken dialogue, text mining, multimodal human-computer interaction, and semantic web technology.

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