Towards Improving Dialogue Topic Tracking Performances with Wikification of Concept Mentions
Seokhwan Kim, Rafael E. Banchs, Haizhou Li · 2015
Dialogue topic tracking aims at analyzing and maintaining topic transitions in on-going dialogues.This paper proposes to utilize Wikification-based features for providing mention-level correspondences to Wikipedia concepts for dialogue topic tracking.The experimental results show that our proposed features can significantly improve the performances of the task in mixed-initiative human-human dialogues.