Wikification of Concept Mentions Within Spoken Dialogues Using Domain Constraints from Wikipedia

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Wikification of Concept Mentions Within Spoken Dialogues Using Domain Constraints from Wikipedia - scientific work related to Wikipedia quality published in 2015, written by Seokhwan Kim, Rafael E. Banchs and Haizhou Li.

Overview

While most previous work on Wikification has focused on written texts, this paper presents a Wikification approach for spoken dialogues. A set of analyzers are proposed to learn dialogue-specific properties along with domain knowledge of conversations from Wikipedia. Then, the analyzed properties are used as constraints for generating candidates, and the candidates are ranked to find the appropriate links. The experimental results show that proposed approach can significantly improve the performances of the task in human-human dialogues.

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