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Lexico-semantic networks represent words as nodes and their semantic relatedness as edges.
Distributional structure
Zellig S Harris. 1954 · 1954
Earlier work this paper cites.
A synopsis of linguistic theory, 1930-1955
John Firth. 1957 · 1955
Earlier work this paper cites.
The small world problem
Stanley Milgram. 1967 · 1967
Earlier work this paper cites.
Attention, similarity, and the identification-categorization relationship
R. M. Nosofsky. 1986 · 1986
Earlier work this paper cites.
Wordnet: a lexical database for english
George A Miller. 1995 · 1995
Earlier work this paper cites.
Collective dynamics of ’small-world’ networks
Duncan J. Watts and Steven H. Strogatz. 1998 · 1998
Earlier work this paper cites.
Internet: Diameter of the world-wide web
Réka Albert, Hawoong Jeong, and Albert-László Barabási. 1999 · 1999
Earlier work this paper cites.
Conceptual Spaces: The Geometry of Thought
P. Gärdenfors. 2000 · 2000
Earlier work this paper cites.
Radical Construction Grammar: Syntactic Theory in Typological Perspective
William Croft. 2001 · 2001
Earlier work this paper cites.
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Earlier work this paper cites.
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Martin Haspelmath. 2003 · 2003
Earlier work this paper cites.
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Earlier work this paper cites.
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