A Single-Step Machine Learning Approach to Link Detection in Wikipedia: Ntcir Crosslink-2 Experiments at Kslp

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A Single-Step Machine Learning Approach to Link Detection in Wikipedia: Ntcir Crosslink-2 Experiments at Kslp - scientific work related to Wikipedia quality published in 2013, written by In-Su Kang and Sin-Jae Kang.

Overview

study describes a link detection method to find relevant cross-lingual links from Korean Wikipedia documents to English ones at term level. Earlier wikification approaches have used two independent steps for link disambiguation and link determination. This study seeks to merge these two separate steps into a single- step machine learning scheme. Authors method at NTCIR-10 Korean- to-English CLLD task showed promising results.

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