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This paper presents the second version of the dialogue system named Alquistcompeting in Amazon Alexa Prize 2018. We introduce a system leveragingontology-based topic structure called topic nodes. Each of the nodes consistsof several sub-dialogues, and each sub-dialogue has its own LSTM-based modelfor dialogue management. The sub-dialogues can be triggered according to thetopic hierarchy or a user intent which allows the bot to create a uniqueexperience during each session.

Alquist 2.0: Alexa Prize Socialbot Based on Sub-Dialogue Models