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02/12/2023
Position Matters! Empirical Study of Order Effect in Knowledge-grounded Dialogue
With the power of large pretrained language models, various research wor...
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12/04/2021
Controllable Response Generation for Assistive Use-cases
Conversational agents have become an integral part of the general popula...
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07/08/2020
Audio-Visual Understanding of Passenger Intents for In-Cabin Conversational Agents
Building multimodal dialogue understanding capabilities situated in the ...
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07/04/2020
Low Rank Fusion based Transformers for Multimodal Sequences
Our senses individually work in a coordinated fashion to express our emo...
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12/20/2019
Exploring Context, Attention and Audio Features for Audio Visual Scene-Aware Dialog
We are witnessing a confluence of vision, speech and dialog system techn...
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12/20/2019
Leveraging Topics and Audio Features with Multimodal Attention for Audio Visual Scene-Aware Dialog
With the recent advancements in Artificial Intelligence (AI), Intelligen...
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12/20/2019
Modeling Intent, Dialog Policies and Response Adaptation for Goal-Oriented Interactions
Building a machine learning driven spoken dialog system for goal-oriente...
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09/20/2019
Towards Multimodal Understanding of Passenger-Vehicle Interactions in Autonomous Vehicles: Intent/Slot Recognition Utilizing Audio-Visual Data
Understanding passenger intents from spoken interactions and car's visio...
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04/23/2019
Natural Language Interactions in Autonomous Vehicles: Intent Detection and Slot Filling from Passenger Utterances
Understanding passenger intents and extracting relevant slots are import...
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12/20/2018
Context, Attention and Audio Feature Explorations for Audio Visual Scene-Aware Dialog
With the recent advancements in AI, Intelligent Virtual Assistants (IVA)...
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12/14/2018
Conversational Intent Understanding for Passengers in Autonomous Vehicles
Understanding passenger intents and extracting relevant slots are import...
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06/07/2018