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Controllable Response Generation for Assistive Use-cases



Shachi H Kumar , Hsuan Su , Ramesh Manuvinakurike , Saurav Sahay , Lama Nachman


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Audio-Visual Understanding of Passenger Intents for In-Cabin Conversational Agents



Eda Okur , Shachi H Kumar , Saurav Sahay , Lama Nachman

* ACL 2020 - Second Grand-Challenge and Workshop on Multimodal Language (Challenge-HML) 

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Low Rank Fusion based Transformers for Multimodal Sequences



Saurav Sahay , Eda Okur , Shachi H Kumar , Lama Nachman

* ACL 2020 workshop on Second Grand Challenge and Workshop on Multimodal Language 

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Exploring Context, Attention and Audio Features for Audio Visual Scene-Aware Dialog



Shachi H Kumar , Eda Okur , Saurav Sahay , Jonathan Huang , Lama Nachman

* Presented at the Visual Question Answering and Dialog Workshop, CVPR 2019, Long Beach, USA 

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Leveraging Topics and Audio Features with Multimodal Attention for Audio Visual Scene-Aware Dialog



Shachi H Kumar , Eda Okur , Saurav Sahay , Jonathan Huang , Lama Nachman

* Presented at the 3rd Visually Grounded Interaction and Language (ViGIL) Workshop, NeurIPS 2019, Vancouver, Canada. arXiv admin note: substantial text overlap with arXiv:1812.08407 

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Modeling Intent, Dialog Policies and Response Adaptation for Goal-Oriented Interactions



Saurav Sahay , Shachi H Kumar , Eda Okur , Haroon Syed , Lama Nachman

* Proceedings of the 23rd Workshop on the Semantics and Pragmatics of Dialogue (SEMDIAL), pp. 146-155, London, United Kingdom, September 2019 
* Presented as a full-paper at the 23rd Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2019 - LondonLogue), Sep 4-6, 2019, London, UK 

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Towards Multimodal Understanding of Passenger-Vehicle Interactions in Autonomous Vehicles: Intent/Slot Recognition Utilizing Audio-Visual Data



Eda Okur , Shachi H Kumar , Saurav Sahay , Lama Nachman

* Proceedings of the 23rd Workshop on the Semantics and Pragmatics of Dialogue (SEMDIAL), pp. 213-215, London, United Kingdom, September 2019 
* Presented as a short-paper at the 23rd Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2019 - LondonLogue), Sep 4-6, 2019, London, UK 

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Natural Language Interactions in Autonomous Vehicles: Intent Detection and Slot Filling from Passenger Utterances



Eda Okur , Shachi H Kumar , Saurav Sahay , Asli Arslan Esme , Lama Nachman

* Springer LNCS Proceedings for CICLing 2019 
* Accepted and presented as a full paper at 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2019), April 7-13, 2019, La Rochelle, France 

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Context, Attention and Audio Feature Explorations for Audio Visual Scene-Aware Dialog



Shachi H Kumar , Eda Okur , Saurav Sahay , Juan Jose Alvarado Leanos , Jonathan Huang , Lama Nachman

* 7 pages, 2 figures, DSTC7 workshop at AAAI 2019 

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Conversational Intent Understanding for Passengers in Autonomous Vehicles



Eda Okur , Shachi H Kumar , Saurav Sahay , Asli Arslan Esme , Lama Nachman


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