Constructing and validating readability models: the method of integrating multilevel linguistic features with machine learning.

Volume: 47, Issue: 2, Pages: 340 - 354
Published: Jun 1, 2015
Abstract
Multilevel linguistic features have been proposed for discourse analysis, but there have been few applications of multilevel linguistic features to readability models and also few validations of such models. Most traditional readability formulae are based on generalized linear models (GLMs; e.g., discriminant analysis and multiple regression), but these models have to comply with certain statistical assumptions about data properties and include...
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Paper Details
Title
Constructing and validating readability models: the method of integrating multilevel linguistic features with machine learning.
Published Date
Jun 1, 2015
Volume
47
Issue
2
Pages
340 - 354
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