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Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis


Apr 21, 2021
Xiao Liu, Da Yin, Yansong Feng, Yuting Wu, Dongyan Zhao

* Accepted by NAACL 2021. Code is available at https://github.com/xxxiaol/GCI 

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Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models


Apr 15, 2021
Yuxuan Lai, Yijia Liu, Yansong Feng, Songfang Huang, Dongyan Zhao

* Accepted at NAACL 2021, 16 pages 

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Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots


Mar 17, 2021
Juntao Li, Chang Liu, Chongyang Tao, Zhangming Chan, Dongyan Zhao, Min Zhang, Rui Yan

* Accepted by ACM Transactions on Information Systems, 25 pages, 2 figures, 9 tables 

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How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution


Mar 10, 2021
Mingfei Guo, Xiuying Chen, Juntao Li, Dongyan Zhao, Rui Yan

* The Web Conference 2021, Workshop on News Recommendation and Intelligence 
* 5 pages, 2 figures 

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The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement


Dec 14, 2020
Mingzhe Li, Xiuying Chen, Min Yang, Shen Gao, Dongyan Zhao, Rui Yan

* Accepted by AAAI2021 

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Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension


Dec 14, 2020
Xiuying Chen, Zhi Cui, Jiayi Zhang, Chen Wei, Jianwei Cui, Bin Wang, Dongyan Zhao, Rui Yan

* AAAI 2021 
* 9 pages, 1 figure 

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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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Domain Adaptation for Semantic Parsing


Jun 23, 2020
Zechang Li, Yuxuan Lai, Yansong Feng, Dongyan Zhao

* Accepted by IJCAI2020 

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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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Neighborhood Matching Network for Entity Alignment


May 12, 2020
Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Dongyan Zhao

* 11 pages, accepted by ACL 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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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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Integrating Relation Constraints with Neural Relation Extractors


Nov 26, 2019
Yuan Ye, Yansong Feng, Bingfeng Luo, Yuxuan Lai, Dongyan Zhao

* Accepted to AAAI-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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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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Jointly Learning Entity and Relation Representations for Entity Alignment


Sep 20, 2019
Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Dongyan Zhao

* to appear in 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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A Sketch-Based System for Semantic Parsing


Sep 12, 2019
Zechang Li, Yuxuan Lai, Yuxi Xie, Yansong Feng, Dongyan Zhao

* Accepted by NLPCC 2019 

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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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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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