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» Unsupervised Discovery of Morphemes
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CLEF
2008
Springer
13 years 7 months ago
Allomorfessor: Towards Unsupervised Morpheme Analysis
Many modern natural language processing applications would benefit from automatic morphological analysis of words, especially when dealing with morphologically rich languages. Con...
Oskar Kohonen, Sami Virpioja, Mikaela Klami
CLEF
2009
Springer
13 years 6 months ago
MorphoNet: Exploring the Use of Community Structure for Unsupervised Morpheme Analysis
This paper investigates a novel approach to unsupervised morphology induction relying on community detection in networks. In a first step, morphological transformation rules are a...
Delphine Bernhard
CORR
2002
Springer
95views Education» more  CORR 2002»
13 years 5 months ago
Unsupervised Learning of Morphology without Morphemes
The first morphological learner based upon the theory of Whole Word Morphology (Ford et al., 1997) is outlined, and preliminary evaluation results are presented. The program, Whol...
Sylvain Neuvel, Sean A. Fulop
CLEF
2009
Springer
13 years 6 months ago
Unsupervised Morpheme Analysis with Allomorfessor
Sami Virpioja, Oskar Kohonen, Krista Lagus
CORR
2002
Springer
82views Education» more  CORR 2002»
13 years 5 months ago
Using eigenvectors of the bigram graph to infer morpheme identity
This paper describes the results of some experiments exploring statistical methods to infer syntactic categories from a raw corpus in an unsupervised fashion. It shares certain po...
Mikhail Belkin, John A. Goldsmith