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Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking


May 10, 2021
Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Andrea Madotto, Eunjoon Cho, Rajen Subba

* NAACL 2021 

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SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations


Apr 18, 2021
Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi

* 10 pages, 7 figures, 4 tables 

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DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue


Jan 01, 2021
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur

* 16 pages,11 figures, 3 tables 

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Continual Learning in Task-Oriented Dialogue Systems


Dec 31, 2020
Andrea Madotto, Zhaojiang Lin, Zhenpeng Zhou, Seungwhan Moon, Paul Crook, Bing Liu, Zhou Yu, Eunjoon Cho, Zhiguang Wang

* 9 pages 

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Overview of the Ninth Dialog System Technology Challenge: DSTC9


Nov 12, 2020
Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David Traum, Maxine Eskenazi, Ahmad Beirami, Eunjoon, Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba


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NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions


Oct 24, 2020
Zhiyu Chen, Honglei Liu, Hu Xu, Seungwhan Moon, Hao Zhou, Bing Liu


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Adding Chit-Chats to Enhance Task-Oriented Dialogues


Oct 24, 2020
Kai Sun, Seungwhan Moon, Paul Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho, Claire Cardie


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Situated and Interactive Multimodal Conversations


Jun 02, 2020
Seungwhan Moon, Satwik Kottur, Paul A. Crook, Ankita De, Shivani Poddar, Theodore Levin, David Whitney, Daniel Difranco, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard

* 12 pages, 5 figures, 9 tables, 3 supplementary pages 

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User Memory Reasoning for Conversational Recommendation


May 30, 2020
Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Bing Liu, Philip S. Yu


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Information Seeking in the Spirit of Learning: a Dataset for Conversational Curiosity


May 01, 2020
Pedro Rodriguez, Paul Crook, Seungwhan Moon, Zhiguang Wang


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Active Federated Learning


Sep 27, 2019
Jack Goetz, Kshitiz Malik, Duc Bui, Seungwhan Moon, Honglei Liu, Anuj Kumar


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Federated User Representation Learning


Sep 27, 2019
Duc Bui, Kshitiz Malik, Jack Goetz, Honglei Liu, Seungwhan Moon, Anuj Kumar, Kang G. Shin


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Multimodal Named Entity Recognition for Short Social Media Posts


Feb 22, 2018
Seungwhan Moon, Leonardo Neves, Vitor Carvalho


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Multimodal Transfer Deep Learning with Applications in Audio-Visual Recognition


Feb 18, 2016
Seungwhan Moon, Suyoun Kim, Haohan Wang

* 6 pages, MMML workshop at NIPS 2015 

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