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Title Handbook of natural language processing and machine translation : DARPA global autonomous language exploitation / edited by Joseph Olive, Caitlin Christianson, John McCary
Published New York : Springer, 2011


Description 1 online resource (xxvi, 936 pages)
Contents Data Acquisition and Linguistic Resources -- Machine Translation from Text -- Machine Translation From Speech -- Distillation -- Machine Translation Evaluation and Optimization -- Operational Engines
Summary This comprehensive handbook, written by leading experts in the field, details the groundbreaking research conducted under the breakthrough GALE program--The Global Autonomous Language Exploitation within the Defense Advanced Research Projects Agency (DARPA), while placing it in the context of previous research in the fields of natural language and signal processing, artificial intelligence and machine translation. The most fundamental contrast between GALE and its predecessor programs was its holistic integration of previously separate or sequential processes. In earlier language research programs, each of the individual processes was performed separately and sequentially: speech recognition, language recognition, transcription, translation, and content summarization. The GALE program employed a distinctly new approach by executing these processes simultaneously. Speech and language recognition algorithms now aid translation and transcription processes and vice versa. This combination of previously distinct processes has produced significant research and performance breakthroughs and has fundamentally changed the natural language processing and machine translation fields. This comprehensive handbook provides an exhaustive exploration into these latest technologies in natural language, speech and signal processing, and machine translation, providing researchers, practitioners and students with an authoritative reference on the topic
Analysis beeldverwerking
image processing
computer sciences
kunstmatige intelligentie
artificial intelligence
Information and Communication Technology (General)
Informatie- en communicatietechnologie (algemeen)
Bibliography Includes bibliographical references
Notes Print version record
In Springer eBooks
Subject Natural language processing (Computer science) -- Handbooks, manuals, etc
Machine translating -- Handbooks, manuals, etc
Natural language processing (Computer science)
Artificial intelligence.
Natural Language Processing
Artificial Intelligence
artificial intelligence.
COMPUTERS -- Natural Language Processing.
Machine translating
Natural language processing (Computer science)
Genre/Form handbooks.
Handbooks and manuals
Handbooks and manuals.
Guides et manuels.
Form Electronic book
Author Olive, Joseph P.
Christianson, Caitlin.
McCary, John.
LC no. 2011920954
ISBN 9781441977137