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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...
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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...
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Flexible and Scalable State Tracking Framework for Goal-Oriented Dialogue Systems
Goal-oriented dialogue systems typically rely on components specifically...
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Parsing Coordination for Spoken Language Understanding
Typical spoken language understanding systems provide narrow semantic pa...
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Contextual Topic Modeling For Dialog Systems
Accurate prediction of conversation topics can be a valuable signal for ...
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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...
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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...
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Arindam Mandal
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