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Legal Judgment Prediction with Multi-Stage CaseRepresentation Learning in the Real Court Setting

Jul 12, 2021
Luyao Ma, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Wei Ye, Changlong Sun, Shikun Zhang

* Accepted at SIGIR2021 

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Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning

Jun 03, 2021
Fubang Zhao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu

* 13 pages, 3 figures, accepted by findings of ACL 2021 

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Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network

May 13, 2021
Zihan Wang, Hongye Song, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Hongsong Li, Maarten de Rijke

* Accepted by SIGIR2021 

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Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-type Usefulness Distribution

May 03, 2021
Zheng Gao, Chun Guo, Xiaozhong Liu

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Leveraging Online Shopping Behaviors as a Proxy for Personal Lifestyle Choices: New Insights into Chronic Disease Prevention Literacy

Apr 30, 2021
Yongzhen Wang, Xiaozhong Liu, Katy Börner, Jun Lin, Yingnan Ju, Changlong Sun, Luo Si

* 35 pages with SI, 5 figures, 9 tables 

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Community-based Cyberreading for Information Understanding

Mar 27, 2021
Zhuoren Jiang, Xiaozhong Liu, Liangcai Gao, Zhi Tang

* SIGIR 2016 

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Biomedical Question Answering: A Comprehensive Review

Feb 10, 2021
Qiao Jin, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu

* Draft 

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Chronological Citation Recommendation with Time Preference

Jan 19, 2021
Shutian Ma, Heng Zhang, Chengzhi Zhang, Xiaozhong Liu

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Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff

Dec 14, 2020
Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu

* 9pages, 4 figures, accepted by AAAI 2021 

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Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling

Dec 14, 2020
Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu

* Accepted by AAAI 2021, 9 pages 

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Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders

Dec 14, 2020
Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu

* Accepted by AAAI 2021, 9 pages 

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Cross Copy Network for Dialogue Generation

Oct 22, 2020
Changzhen Ji, Xin Zhou, Yating Zhang, Xiaozhong Liu, Changlong Sun, Conghui Zhu, Tiejun Zhao

* 11 pages, 4 figures 

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Predicting Clinical Trial Results by Implicit Evidence Integration

Oct 12, 2020
Qiao Jin, Chuanqi Tan, Mosha Chen, Xiaozhong Liu, Songfang Huang

* EMNLP 2020 long paper 

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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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Masking Orchestration: Multi-task Pretraining for Multi-role Dialogue Representation Learning

Feb 27, 2020
Tianyi Wang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Qiong Zhang

* 8 pages, 4 figures, AAAI2020 

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Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model

Jan 16, 2020
Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu, Wei Lu

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Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization

Nov 01, 2019
Yingchi Liu, Quanzhi Li, Marika Cifor, Xiaozhong Liu, Qiong Zhang, Luo Si

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Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning

Oct 21, 2019
Jingjing Wang, Changlong Sun, Shoushan Li, Jiancheng Wang, Luo Si, Min Zhang, Xiaozhong Liu, Guodong Zhou

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Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning

Aug 30, 2019
Zhuoren Jiang, Jian Wang, Lujun Zhao, Changlong Sun, Yao Lu, Xiaozhong Liu

* Accepted as a full paper of The 28th ACM International Conference on Information and Knowledge Management (CIKM '19) 

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Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation

Aug 30, 2019
Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiaozhong Liu

* Accepted as a full paper of 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing 

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AMAD: Adversarial Multiscale Anomaly Detection on High-Dimensional and Time-Evolving Categorical Data

Jul 12, 2019
Zheng Gao, Lin Guo, Chi Ma, Xiao Ma, Kai Sun, Hang Xiang, Xiaoqiang Zhu, Hongsong Li, Xiaozhong Liu

* Accepted by 2019 KDD Workshop on Deep Learning Practice for High-Dimensional Sparse Data 

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Neural Related Work Summarization with a Joint Context-driven Attention Mechanism

Jan 28, 2019
Yongzhen Wang, Xiaozhong Liu, Zheng Gao

* 11 pages, 3 figures, in the Proceedings of EMNLP 2018 

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Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph

Dec 31, 2018
Zhuoren Jiang, Yue Yin, Liangcai Gao, Yao Lu, Xiaozhong Liu

* The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval (SIGIR 2018), 635--644 

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