Automatic Creation of Multilingual Semantic Networks from Wikipedia

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Automatic Creation of Multilingual Semantic Networks from Wikipedia - scientific work related to Wikipedia quality published in 2016, written by Océane Chabrol, David Norrestam and Pierre Nugues.

Overview

This paper describes the automatic creation of semantic networks from Wikipedia. Following Lipczak et al. (2014), authors constructed the graphs corresponding to the semantic networks by merging across languages the categories manually assigned by the users. This results in a network of related concepts for each entity of Wikipedia. Authors used these networks as a component of an entity linking system. the networks showed they could improve the results by 1% over an already strong baseline.

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