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Learning with Noisy Labels by Targeted Relabeling


Oct 15, 2021
Derek Chen, Zhou Yu, Samuel R. Bowman

* 14 pages, 5 figures 

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Zero-Shot Dialogue State Tracking via Cross-Task Transfer


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

* EMNLP 2021 

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GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation


Sep 07, 2021
Derek Chen, Zhou Yu

* 14 pages, 5 figures. Accepted at EMNLP 2021 

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Selective Differential Privacy for Language Modeling


Aug 30, 2021
Weiyan Shi, Aiqi Cui, Evan Li, Ruoxi Jia, Zhou Yu


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ROSITA: Enhancing Vision-and-Language Semantic Alignments via Cross- and Intra-modal Knowledge Integration


Aug 16, 2021
Yuhao Cui, Zhou Yu, Chunqi Wang, Zhongzhou Zhao, Ji Zhang, Meng Wang, Jun Yu

* Accepted at ACM Multimedia 2021. Code available at https://github.com/MILVLG/rosita 

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Evaluation of In-Person Counseling Strategies To Develop Physical Activity Chatbot for Women


Jul 22, 2021
Kai-Hui Liang, Patrick Lange, Yoo Jung Oh, Jingwen Zhang, Yoshimi Fukuoka, Zhou Yu

* Accepted by SIGDIAL 2021 as a long paper 

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SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues


Jun 24, 2021
Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu

* Long paper (oral) accepted by ACL-IJCNLP 2021 

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The R-U-A-Robot Dataset: Helping Avoid Chatbot Deception by Detecting User Questions About Human or Non-Human Identity


Jun 04, 2021
David Gros, Yu Li, Zhou Yu


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Discovering Chatbot's Self-Disclosure's Impact on User Trust, Affinity, and Recommendation Effectiveness


Jun 03, 2021
Kai-Hui Liang, Weiyan Shi, Yoojung Oh, Jingwen Zhang, Zhou Yu


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Towards Emotional Support Dialog Systems


Jun 02, 2021
Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang, Minlie Huang

* Accepted to ACL 2021 (Long Paper) 

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HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations


Jun 02, 2021
Weixin Liang, Kai-Hui Liang, Zhou Yu

* ACL 2021. Code & data available at https://github.com/Weixin-Liang/HERALD/ 

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Annotation Inconsistency and Entity Bias in MultiWOZ


May 29, 2021
Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar

* Accepted by SIGDIAL 2021 

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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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LEGOEval: An Open-Source Toolkit for Dialogue System Evaluation via Crowdsourcing


May 05, 2021
Yu Li, Josh Arnold, Feifan Yan, Weiyan Shi, Zhou Yu


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Revealing Persona Biases in Dialogue Systems


Apr 18, 2021
Emily Sheng, Josh Arnold, Zhou Yu, Kai-Wei Chang, Nanyun Peng

* 9 pages 

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DEUX: An Attribute-Guided Framework for Sociable Recommendation Dialog Systems


Apr 16, 2021
Yu Li, Shirley Anugrah Hayati, Weiyan Shi, Zhou Yu


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A Student-Teacher Architecture for Dialog Domain Adaptation under the Meta-Learning Setting


Apr 06, 2021
Kun Qian, Wei Wei, Zhou Yu

* Accepted by AAAI 2021 

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Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems


Apr 01, 2021
Derek Chen, Howard Chen, Yi Yang, Alex Lin, Zhou Yu

* 16 pages, 5 figures. Accepted at NAACL 2021 

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UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training


Apr 01, 2021
Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu


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Attribute Alignment: Controlling Text Generation from Pre-trained Language Models


Mar 20, 2021
Dian Yu, Kenji Sagae, Zhou Yu


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Towards Socially Intelligent Agents with Mental State Transition and Human Utility


Mar 12, 2021
Liang Qiu, Yizhou Zhao, Yuan Liang, Pan Lu, Weiyan Shi, Zhou Yu, Song-Chun Zhu


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ChainCQG: Flow-Aware Conversational Question Generation


Feb 04, 2021
Jing Gu, Mostafa Mirshekari, Zhou Yu, Aaron Sisto

* EACL 2021 

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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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Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration


Dec 31, 2020
Weiyan Shi, Yu Li, Saurav Sahay, Zhou Yu


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Gunrock 2.0: A User Adaptive Social Conversational System


Nov 30, 2020
Kaihui Liang, Austin Chau, Yu Li, Xueyuan Lu, Dian Yu, Mingyang Zhou, Ishan Jain, Sam Davidson, Josh Arnold, Minh Nguyen, Zhou Yu

* Published in 3rd Proceedings of Alexa Prize (Alexa Prize 2020) 

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Memformer: The Memory-Augmented Transformer


Oct 14, 2020
Qingyang Wu, Zhenzhong Lan, Jing Gu, Zhou Yu


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Structured Attention for Unsupervised Dialogue Structure Induction


Oct 09, 2020
Liang Qiu, Yizhou Zhao, Weiyan Shi, Yuan Liang, Feng Shi, Tao Yuan, Zhou Yu, Song-Chun Zhu

* Long paper accepted by EMNLP 2020 

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