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Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems
Traditional goal-oriented dialogue systems rely on various components su...
04/19/2021 ∙ by Anish Acharya, et al. ∙
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Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize
Building open domain conversational systems that allow users to have eng...
12/27/2018 ∙ by Chandra Khatri, et al. ∙
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Detecting Offensive Content in Open-domain Conversations using Two Stage Semi-supervision
As open-ended human-chatbot interaction becomes commonplace, sensitive c...
11/30/2018 ∙ by Chandra Khatri, et al. ∙
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Flexible and Scalable State Tracking Framework for Goal-Oriented Dialogue Systems
Goal-oriented dialogue systems typically rely on components specifically...
11/30/2018 ∙ by Rahul Goel, et al. ∙
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Parsing Coordination for Spoken Language Understanding
Typical spoken language understanding systems provide narrow semantic pa...
10/26/2018 ∙ by Sanchit Agarwal, et al. ∙
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Contextual Topic Modeling For Dialog Systems
Accurate prediction of conversation topics can be a valuable signal for ...
10/18/2018 ∙ by Chandra Khatri, et al. ∙
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Data Augmentation for Robust Keyword Spotting under Playback Interference
Accurate on-device keyword spotting (KWS) with low false accept and fals...
08/01/2018 ∙ by Anirudh Raju, et al. ∙
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Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting
We propose a max-pooling based loss function for training Long Short-Ter...
05/05/2017 ∙ by Ming Sun, et al. ∙
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