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Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model

Nov 23, 2020
Juntao Li, Ruidan He, Hai Ye, Hwee Tou Ng, Lidong Bing, Rui Yan

* IJCAI-PRICAI2020 

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Meaningful Answer Generation of E-Commerce Question-Answering

Nov 14, 2020
Shen Gao, Xiuying Chen, Zhaochun Ren, Dongyan Zhao, Rui Yan

* Accepted By TOIS 

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Learning to Respond with Your Favorite Stickers: A Framework of Unifying Multi-Modality and User Preference in Multi-Turn Dialog

Nov 05, 2020
Shen Gao, Xiuying Chen, Li Liu, Dongyan Zhao, Rui Yan

* Accepted by TOIS. arXiv admin note: substantial text overlap with arXiv:2003.04679 

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Knowledge-Grounded Dialogue Generation with Pre-trained Language Models

Oct 17, 2020
Xueliang Zhao, Wei Wu, Can Xu, Chongyang Tao, Dongyan Zhao, Rui Yan

* Accepted by EMNLP 2020 

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VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles

Oct 12, 2020
Mingzhe Li, Xiuying Chen, Shen Gao, Zhangming Chan, Dongyan Zhao, Rui Yan

* Accepted by The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020) 

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Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues

Sep 14, 2020
Ruijian Xu, Chongyang Tao, Daxin Jiang, Xueliang Zhao, Dongyan Zhao, Rui Yan

* 10 pages 

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Social Adaptive Module for Weakly-supervised Group Activity Recognition

Jul 18, 2020
Rui Yan, Lingxi Xie, Jinhui Tang, Xiangbo Shu, Qi Tian

* Accepted by ECCV2020 

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Policy Evaluation and Seeking for Multi-Agent Reinforcement Learning via Best Response

Jun 20, 2020
Rui Yan, Xiaoming Duan, Zongying Shi, Yisheng Zhong, Jason R. Marden, Francesco Bullo

* 14 pages, 6 figures 

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DSU-net: Dense SegU-net for automatic head-and-neck tumor segmentation in MR images

Jun 12, 2020
Pin Tang, Chen Zu, Mei Hong, Rui Yan, Xingchen Peng, Jianghong Xiao, Xi Wu, Jiliu Zhou, Luping Zhou, Yan Wang

* This research needs to be advanced in the future 

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Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce

May 17, 2020
Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan

* AAAI 2020 

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From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information

May 10, 2020
Shen Gao, Xiuying Chen, Zhaochun Ren, Dongyan Zhao, Rui Yan

* Accepted by IJCAI 2020 Survey Track 

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Epipolar Transformers

May 10, 2020
Yihui He, Rui Yan, Katerina Fragkiadaki, Shoou-I Yu

* CVPR 2020 

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EnsembleGAN: Adversarial Learning for Retrieval-Generation Ensemble Model on Short-Text Conversation

Apr 30, 2020
Jiayi Zhang, Chongyang Tao, Zhenjing Xu, Qiaojing Xie, Wei Chen, Rui Yan

* 10 pages, SIGIR 2019 

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Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog

Mar 10, 2020
Shen Gao, Xiuying Chen, Chang Liu, Li Liu, Dongyan Zhao, Rui Yan

* Accepted by The Web Conference 2020 (WWW 2020). Equal contribution from first two authors. Dataset and code are released at https://github.com/gsh199449/stickerchat 

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Low-Resource Knowledge-Grounded Dialogue Generation

Feb 24, 2020
Xueliang Zhao, Wei Wu, Chongyang Tao, Can Xu, Dongyan Zhao, Rui Yan

* Published in ICLR 2020 

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Transformation of Dense and Sparse Text Representations

Nov 07, 2019
Wenpeng Hu, Mengyu Wang, Bing Liu, Feng Ji, Haiqing Chen, Dongyan Zhao, Jinwen Ma, Rui Yan


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Query-bag Matching with Mutual Coverage for Information-seeking Conversations in E-commerce

Nov 07, 2019
Zhenxin Fu, Feng Ji, Wenpeng Hu, Wei Zhou, Dongyan Zhao, Haiqing Chen, Rui Yan

* CIKM 2019 Short 

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Learning to Customize Language Model for Generation-based dialog systems

Oct 31, 2019
Yiping Song, Zequn Liu, Wei Bi, Rui Yan, Ming Zhang


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RPM-Oriented Query Rewriting Framework for E-commerce Keyword-Based Sponsored Search

Oct 28, 2019
Xiuying Chen, Daorui Xiao, Shen Gao, Guojun Liu, Wei Lin, Bo Zheng, Dongyan Zhao, Rui Yan

* AAAI 2020 
* 2 pages, 2 figures 

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Multilingual Dialogue Generation with Shared-Private Memory

Oct 06, 2019
Chen Chen, Lisong Qiu, Zhenxin Fu, Dongyan Zhao, Junfei Liu, Rui Yan

* Accepted by NLPCC 2019 

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Semi-supervised Text Style Transfer: Cross Projection in Latent Space

Sep 25, 2019
Mingyue Shang, Piji Li, Zhenxin Fu, Lidong Bing, Dongyan Zhao, Shuming Shi, Rui Yan

* EMNLP 2019 

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How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing

Sep 19, 2019
Shen Gao, Xiuying Chen, Piji Li, Zhangming Chan, Dongyan Zhao, Rui Yan

* EMNLP 2019. Dataset available at https://github.com/gsh199449/proto-summ 

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Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs

Aug 22, 2019
Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Rui Yan, Dongyan Zhao

* Accepted by IJCAI 2019 

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Mimicking Human Process: Text Representation via Latent Semantic Clustering for Classification

Jun 18, 2019
Xiaoye Tan, Rui Yan, Chongyang Tao, Mingrui Wu

* 6 pages, 5 figures, 2nd Workshop on Humanizing AI (HAI) at IJCAI'19 

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Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems

Jun 11, 2019
Jiazhan Feng, Chongyang Tao, Wei Wu, Yansong Feng, Dongyan Zhao, Rui Yan

* ACL 2019 

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A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots

Jun 11, 2019
Xueliang Zhao, Chongyang Tao, Wei Wu, Can Xu, Dongyan Zhao, Rui Yan

* IJCAI 2019 

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GSN: A Graph-Structured Network for Multi-Party Dialogues

May 31, 2019
Wenpeng Hu, Zhangming Chan, Bing Liu, Dongyan Zhao, Jinwen Ma, Rui Yan


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Product-Aware Answer Generation in E-Commerce Question-Answering

Jan 24, 2019
Shen Gao, Zhaochun Ren, Yihong Eric Zhao, Dongyan Zhao, Dawei Yin, Rui Yan

* Accepted by WSDM 2019 

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