Picard, Olivier, Lord, Melanie, Blondin-Massé, Alexandre, Marcotte, Odile, Lopes, Marcos and Harnad, Stevan
Hidden Structure and Function in the Lexicon
In 10th International Workshop on Natural Language Processing and Cognitive Science.
NLPCS. 12 pp, .
- Accepted Manuscript
Available under License Other.
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.
Conference or Workshop Item
|Venue - Dates:
||workshop; 2013-01-01, 2013-01-01
||symbol grounding, dictionaries, mental lexicon, graph theory, semantics
||Web & Internet Science
||25 Mar 2014 14:31
||23 Feb 2017 00:59
|Further Information:||Google Scholar|
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