Document (#21673)

Author
Griffiths, T.L.
Steyvers, M.
Title
¬A probabilistic approach to semantic representation
Source
http://cocosci.berkeley.edu/tom/papers/semrep.pdf
Year
2002
Abstract
Semantic networks produced from human data have statistical properties that cannot be easily captured by spatial representations. We explore a probabilistic approach to semantic representation that explicitly models the probability with which words occurin diffrent contexts, and hence captures the probabilistic relationships between words. We show that this representation has statistical properties consistent with the large-scale structure of semantic networks constructed by humans, and trace the origins of these properties.
Content
Paper, Proceedings of the 24th Annual Conference of the Cognitive Science Society. Vgl. auch: https://cocosci.berkeley.edu/publications.php?author=Steyvers,%20M.
Theme
Computerlinguistik
Wissensrepräsentation
Object
Latent semantic analysis

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