Hidden Structure and Function in the Lexicon


Picard, Olivier, Lord, Melanie, Blondin-Massé, Alexandre, Marcotte, Odile, Lopes, Marcos and Harnad, Stevan (2013) Hidden Structure and Function in the Lexicon In 10th International Workshop on Natural Language Processing and Cognitive Science. NLPCS. 12 pp, pp. 65-77.

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Description/Abstract

How many words are needed to define all the words in a dictionary? Graph-theoretic analysis reveals that about 10% of a dictionary is a unique Kernel of words that define one another and all the rest, but this is not the smallest such subset. The Kernel consists of one huge strongly connected component (SCC), about half its size, the Core, surrounded by many small SCCs, the Satellites. Core words can define one another but not the rest of the dictionary. The Kernel also contains many overlapping Minimal Grounding Sets (MGSs), each about the same size as the Core, each part -Core, part - Satellite. MGS words can define all the rest of the dictionary. They are learned earlier, more concrete and more frequent than the rest of the dictionary. Satellite words, not correlated with age or frequency, are less concrete (more abstract) words that are also needed for full lexical power.

Item Type: Conference or Workshop Item (Paper)
Venue - Dates: workshop; 2013-01-01, 2013-01-01
Keywords: symbol grounding, dictionaries, mental lexicon, graph theory, semantics
Organisations: Web & Internet Science
ePrint ID: 363500
Date :
Date Event
2013Published
Date Deposited: 25 Mar 2014 14:31
Last Modified: 17 Apr 2017 14:02
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/363500

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