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Oi Yee Kwong

New Perspectives on Computational and Cognitive Strategies for Word Sense Disambiguation


2012. xiii, 105 S. 6 SW-Abb., 10 Tabellen. 235 mm
Verlag/Jahr: SPRINGER, BERLIN 2012
ISBN: 1-461-41319-2 (1461413192)
Neue ISBN: 978-1-461-41319-6 (9781461413196)

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"Cognitive and Computational Strategies for Word Sense Disambiguation" examines cognitive strategies by humans and computational strategies by machines, for WSD in parallel.
The author focuses on a psychologically valid property of words and senses, namely their concreteness or abstractness and draws on psycholinguistic data to examine the extent to which existing lexical resources resemble the mental lexicon as far as the concreteness distinction is concerned. The text also investigates the contribution of different knowledge sources to WSD in relation to this very intrinsic nature of words and senses.
Word Senses and Problem Definition.- Methods for Automatic Word Sense Disambiguation.- Lessons from Evaluation Exercises.- The Psychology of Word Sense Disambiguation.- Sense Concreteness and Lexical Activation.- Context Availability and Information Susceptibility.