This document proposes improving dialogue topic tracking by linking concept mentions in spoken dialogues to relevant Wikipedia entries through a process called wikification. It presents a method for wikifying mentions by ranking candidate Wikipedia concepts and adding wikification-based features to existing topic tracking models. An experiment on tourism dialogues found the additional wikification features improved accuracy, achieving up to 79.12% for topic prediction and 50.10% for transition detection.