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Zhou Yu

University of California, Davis

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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INSPIRED: Toward Sociable Recommendation Dialog Systems

Oct 08, 2020
Shirley Anugrah Hayati, Dongyeop Kang, Qingxiaoyang Zhu, Weiyan Shi, Zhou Yu

* Accepted as a long paper at EMNLP 2020, corrected typos 

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Code to Comment "Translation": Data, Metrics, Baselining & Evaluation

Oct 03, 2020
David Gros, Hariharan Sezhiyan, Prem Devanbu, Zhou Yu


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ALICE: Active Learning with Contrastive Natural Language Explanations

Sep 22, 2020
Weixin Liang, James Zou, Zhou Yu

* EMNLP 2020 

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Perception Score, A Learned Metric for Open-ended Text Generation Evaluation

Aug 18, 2020
Jing Gu, Qingyang Wu, Zhou Yu

* 8 pages, 2 figures 

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Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation

Jun 12, 2020
Weixin Liang, James Zou, Zhou Yu

* ACL 2020 

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Deep Dimension Reduction for Supervised Representation Learning

Jun 10, 2020
Jian Huang, Yuling Jiao, Xu Liao, Jin Liu, Zhou Yu


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On the Generation of Medical Dialogues for COVID-19

May 11, 2020
Wenmian Yang, Guangtao Zeng, Bowen Tan, Zeqian Ju, Subrato Chakravorty, Xuehai He, Shu Chen, Xingyi Yang, Qingyang Wu, Zhou Yu, Eric Xing, Pengtao Xie


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Paraphrase Augmented Task-Oriented Dialog Generation

May 02, 2020
Silin Gao, Yichi Zhang, Zhijian Ou, Zhou Yu

* Accepted to ACL 2020, 10 pages, 2 figures 

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Deep Multimodal Neural Architecture Search

Apr 25, 2020
Zhou Yu, Yuhao Cui, Jun Yu, Meng Wang, Dacheng Tao, Qi Tian

* 10 pages, 4 figures 

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Data Annealing for Informal Language Understanding Tasks

Apr 24, 2020
Jing Gu, Zhou Yu

* 6 pages, 1 figure 

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A Tailored Pre-Training Model for Task-Oriented Dialog Generation

Apr 24, 2020
Jing Gu, Qingyang Wu, Chongruo Wu, Weiyan Shi, Zhou Yu

* 7 pages, 1 figure 

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TextGAIL: Generative Adversarial Imitation Learning for Text Generation

Apr 07, 2020
Qingyang Wu, Lei Li, Zhou Yu


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Weakly-Supervised Multi-Level Attentional Reconstruction Network for Grounding Textual Queries in Videos

Mar 16, 2020
Yijun Song, Jingwen Wang, Lin Ma, Zhou Yu, Jun Yu


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Matching Text with Deep Mutual Information Estimation

Mar 09, 2020
Xixi Zhou, Chengxi Li, Jiajun Bu, Chengwei Yao, Keyue Shi, Zhi Yu, Zhou Yu


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Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context

Dec 02, 2019
Yichi Zhang, Zhijian Ou, Zhou Yu


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Distributed estimation of principal support vector machines for sufficient dimension reduction

Nov 28, 2019
Jun Jin, Chao Ying, Zhou Yu


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Filling Conversation Ellipsis for Better Social Dialog Understanding

Nov 25, 2019
Xiyuan Zhang, Chengxi Li, Dian Yu, Samuel Davidson, Zhou Yu

* Accepted to AAAI 2020 

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End-to-End Trainable Non-Collaborative Dialog System

Nov 25, 2019
Yu Li, Kun Qian, Weiyan Shi, Zhou Yu


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Importance-Aware Learning for Neural Headline Editing

Nov 25, 2019
Qingyang Wu, Lei Li, Hao Zhou, Ying Zeng, Zhou Yu

* AAAI 2020 

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Alternating Roles Dialog Model with Large-scale Pre-trained Language Models

Nov 10, 2019
Qingyang Wu, Yichi Zhang, Yu Li, Zhou Yu


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Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models

Oct 09, 2019
Qingyang Wu, Yichi Zhang, Yu Li, Zhou Yu


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Gunrock: A Social Bot for Complex and Engaging Long Conversations

Oct 07, 2019
Dian Yu, Michelle Cohn, Yi Mang Yang, Chun-Yen Chen, Weiming Wen, Jiaping Zhang, Mingyang Zhou, Kevin Jesse, Austin Chau, Antara Bhowmick, Shreenath Iyer, Giritheja Sreenivasulu, Sam Davidson, Ashwin Bhandare, Zhou Yu

* EMNLP 2019 

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