A Stochastic Approach for Finding of Semantically Related Words


Autoria(s): Noncheva, Veska; Gamallo, Pablo; Agustini, Alexandre; Lopes, Gabriel
Data(s)

23/02/2014

23/02/2014

2004

Resumo

2000 Mathematics Subject Classification: 62P99, 68T50

Semantically related words are modelled as words having the same probability distribution on the set of syntactic contexts occurring in text corpora. A learning algorithm for finding of clusters of semantically related words is developed. In that algorithm Chi-Squared statistics is used as a performance measure.

Identificador

Pliska Studia Mathematica Bulgarica, Vol. 16, No 1, (2004), 171p-182p

0204-9805

http://hdl.handle.net/10525/2320

Idioma(s)

en

Publicador

Institute of Mathematics and Informatics Bulgarian Academy of Sciences

Palavras-Chave #Syntactic Context #Semantic Preferences #Chi-Squared Goodness of Fit Test
Tipo

Article