A review of word-sense disambiguation methods and algorithms: Introduction

A review of word-sense disambiguation methods and algorithms: Introduction

The word-sense disambiguation task is a classification task, where the goal is to predict the meaning of words and phrases with the help of surrounding text. The purpose of this short review is to acquaint the reader with the general directions of word-sense disambiguation methods and algorithms. Th...

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Bibliographic Details
Main Authors: Tatiana Kaushinis, Alexander Kirillov, Nikita Korzhitsky, Andrew Krizhanovsky, Aleksander Pilinovich, Irina Sikhonina, Anna Spirkova, Valentina Starkova, Tatiana Stepkina, Stanislav Tkach, Julia Chirkova, Alexey Chuharev, Daria Shorets, Daria Yankevich, Ekaterina Yaryshkina
Format: Article
Language:English
Published: Karelian Research Centre of the Russian Academy of Sciences 2015-10-01
Series:Transactions of the Karelian Research Centre of the Russian Academy of Sciences
Subjects:
word-sense disambiguation
neural network
boosting
lexical chain
naive bayes classifier
bayesian network
selectional preferences
word-sense discrimination
Online Access:http://journals.krc.karelia.ru/index.php/mathem/article/view/135

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