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Alquist 2.0: Alexa Prize Socialbot Based on Sub-Dialogue Models (2011.03259v1)
Published 6 Nov 2020 in cs.CL
Abstract: This paper presents the second version of the dialogue system named Alquist competing in Amazon Alexa Prize 2018. We introduce a system leveraging ontology-based topic structure called topic nodes. Each of the nodes consists of several sub-dialogues, and each sub-dialogue has its own LSTM-based model for dialogue management. The sub-dialogues can be triggered according to the topic hierarchy or a user intent which allows the bot to create a unique experience during each session.