#lexical-analysis

Articles tagged with #lexical-analysis

An efficient approach for textual data classification using deep learning
Abstract:Text categorization is an effective activity that can be accomplished using a variety of classification algorithms. In machine learning, the classifier is built by learning the features of categories from a set of preset training data. Simil...
Sep 15, 20222 min read29
N-gram-based text categorization
Text categorization is a fundamental task in document processing, allowing the automated handling of enormous streams of documents in electronic form. One difficulty in handling some classes of documents is the presence of different kinds of textual ...
Dec 31, 19943 min read7
Word Association Norms, Mutual Information, and Lexicography
Abstract: The term word association is used in a very particular sense in the psycholinguistic literature. (Generally speaking, subjects respond quicker than normal to the word nurse if it follows a highly associated word such as doctor. ) We will ex...
Jun 26, 19892 min read9
Frequency Analysis of English Usage: Lexicon and Grammar
Abstract: This volume presents the results of a lexical and grammatical analysis of a one-million-word corpus of present-day American English, originally assembled at Brown University in 1963-64 and thus commonly referred to by researchers interested...
Jan 1, 19822 min read11