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A Mathematical Model of Historical Semantics and the Grouping of Word Meanings into Concepts
Historical Semantics Word Meanings
2015/8/31
A statistical analysis of polysemy in sixteen English and French dictionaries has revealed
that, in each dictionary, the number of senses per word has a near-exponential distribution.
A probabilisti...
Modeling of word translation: Activation flow from concepts to lexical items
activation flow bilingualism context effects modeling word translation
2015/4/24
Whereas most theoretical and computational models assume a continuous flow of activation from concepts to lexical items in spoken word production, one prominent model assumes that the mapping of conce...
One-shot learning of generative speech concepts
one-shot learning speech recognition category learning exemplar generation
2014/11/27
One-shot learning – the human ability to learn a new concept from just one or a few examples – poses a challenge to traditional learning algorithms, although approaches based on Hierarchical Bayesian ...