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2020 – today
- 2023
[j21]Qiao Jin
, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Huaiyuan Ying, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu:
Biomedical Question Answering: A Survey of Approaches and Challenges. ACM Comput. Surv. 55(2): 35:1-35:36 (2023)- 2022
- [j20]Yongzhen Wang, Jun Lin, Sheng Bi, Changlong Sun, Luo Si, Xiaozhong Liu:
Adaptive multi-task positive-unlabeled learning for joint prediction of multiple chronic diseases using online shopping behaviors. Expert Syst. Appl. 191: 116232 (2022) - [j19]Yougang Lyu, Zihan Wang, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Yujun Li, Hongsong Li, Hongye Song:
Improving legal judgment prediction through reinforced criminal element extraction. Inf. Process. Manag. 59(1): 102780 (2022) - [c108]Zheng Gao, Chun Guo, Shutian Ma, Xiaozhong Liu:
Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-Type Usefulness Distribution. iConference (2) 2022: 68-78 - [c107]Ece Gumusel, Vincent Quirante Malic, Devan Ray Donaldson, Kevin Ashley, Xiaozhong Liu:
An Annotation Schema for the Detection of Social Bias in Legal Text Corpora. iConference (1) 2022: 185-194 - [i34]Jiannan Guo, Yangyang Kang, Yu Duan, Xiaozhong Liu, Siliang Tang, Wenqiao Zhang, Kun Kuang, Changlong Sun, Fei Wu:
Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning. CoRR abs/2206.03288 (2022) - 2021
- [j18]Kequan Li, Yan Chen, Hongsong Li, Xiangwei Mu, Xuhong Zhang, Xiaozhong Liu:
DeepRecipes: Exploring Massive Online Recipes and Recovering Food Ingredient Amounts. IEEE Access 9: 67859-67873 (2021) - [j17]Zaixing Wang, Xiaozhong Liu, Huayi Peng, Lijun Zheng, Jinhui Gao, Yufan Bao:
Railway Insulator Detection Based on Adaptive Cascaded Convolutional Neural Network. IEEE Access 9: 115676-115686 (2021) - [j16]Yongzhen Wang, Kaisong Song, Lidong Bing, Xiaozhong Liu:
Harvest shopping advice: Neural Question Generation from multiple information sources in E-commerce. Neurocomputing 433: 252-262 (2021) - [j15]Shutian Ma, Heng Zhang, Chengzhi Zhang, Xiaozhong Liu:
Chronological citation recommendation with time preference. Scientometrics 126(4): 2991-3010 (2021) - [c106]Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu:
Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff. AAAI 2021: 5841-5849 - [c105]Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. AAAI 2021: 14665-14673 - [c104]Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. AAAI 2021: 14674-14682 - [c103]Kaisong Song, Yangyang Kang, Wei Gao, Zhe Gao, Changlong Sun, Xiaozhong Liu:
Evidence Aware Neural Pornographic Text Identification for Child Protection. AAAI 2021: 14939-14947 - [c102]Fubang Zhao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu:
Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning. ACL/IJCNLP (Findings) 2021: 3075-3087 - [c101]Xiyan Fu, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Changlong Sun, Zhenglu Yang:
RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy. ACL/IJCNLP (1) 2021: 6042-6051 - [c100]Changzhen Ji, Yating Zhang, Xiaozhong Liu, Adam Jatowt, Changlong Sun, Conghui Zhu, Tiejun Zhao:
A Neural Conversation Generation Model via Equivalent Shared Memory Investigation. CIKM 2021: 771-781 - [c99]Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiaozhong Liu:
A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis. EMNLP (1) 2021: 9731-9741 - [c98]Luyao Ma, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Wei Ye, Changlong Sun, Shikun Zhang:
Legal Judgment Prediction with Multi-Stage Case Representation Learning in the Real Court Setting. SIGIR 2021: 993-1002 - [c97]Zihan Wang, Hongye Song, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Hongsong Li, Maarten de Rijke:
Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network. SIGIR 2021: 1003-1012 - [c96]Yi Chen, Yepeng Yao, XiaoFeng Wang, Dandan Xu, Chang Yue, Xiaozhong Liu, Kai Chen, Haixu Tang, Baoxu Liu:
Bookworm Game: Automatic Discovery of LTE Vulnerabilities Through Documentation Analysis. IEEE Symposium on Security and Privacy 2021: 1197-1214 - [i33]Shutian Ma, Heng Zhang, Chengzhi Zhang, Xiaozhong Liu:
Chronological Citation Recommendation with Time Preference. CoRR abs/2101.07609 (2021) - [i32]Qiao Jin, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu:
Biomedical Question Answering: A Comprehensive Review. CoRR abs/2102.05281 (2021) - [i31]Zhuoren Jiang, Xiaozhong Liu, Liangcai Gao, Zhi Tang:
Community-based Cyberreading for Information Understanding. CoRR abs/2103.14934 (2021) - [i30]Yongzhen Wang, Xiaozhong Liu, Katy Börner, Jun Lin, Yingnan Ju, Changlong Sun, Luo Si:
Leveraging Online Shopping Behaviors as a Proxy for Personal Lifestyle Choices: New Insights into Chronic Disease Prevention Literacy. CoRR abs/2104.14281 (2021) - [i29]Zheng Gao, Chun Guo, Xiaozhong Liu:
Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-type Usefulness Distribution. CoRR abs/2105.00627 (2021) - [i28]Zihan Wang, Hongye Song, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Hongsong Li, Maarten de Rijke:
Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network. CoRR abs/2105.06083 (2021) - [i27]Fubang Zhao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu:
Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning. CoRR abs/2106.01559 (2021) - [i26]Luyao Ma, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Wei Ye, Changlong Sun, Shikun Zhang:
Legal Judgment Prediction with Multi-Stage CaseRepresentation Learning in the Real Court Setting. CoRR abs/2107.05192 (2021) - [i25]Changzhen Ji, Yating Zhang, Xiaozhong Liu, Adam Jatowt, Changlong Sun, Conghui Zhu, Tiejun Zhao:
A Neural Conversation Generation Model via Equivalent Shared Memory Investigation. CoRR abs/2108.09164 (2021) - [i24]Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiaozhong Liu:
A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis. CoRR abs/2109.08412 (2021) - [i23]Leilei Gan, Yating Zhang, Kun Kuang, Lin Yuan, Shuo Li, Changlong Sun, Xiaozhong Liu, Fei Wu:
Dialogue Inspectional Summarization with Factual Inconsistency Awareness. CoRR abs/2111.03284 (2021) - 2020
- [j14]Han Jia, Chun Guo, Xiaozhong Liu:
Smartphone and Tablet Application (App) Life Cycle Characterization via Apple App Store Rank. Data Inf. Manag. 4(1): 44-67 (2020) - [j13]Xiaozhong Liu, Daqing He, Dan Wu:
Breaking Social Media Bubbles for Information Globalization: A Cross-Cultural and Cross-Language User-Centered Sense-Making Approach. Data Inf. Manag. 4(4): 297-305 (2020) - [j12]Shutian Ma, Chengzhi Zhang, Xiaozhong Liu:
A review of citation recommendation: from textual content to enriched context. Scientometrics 122(3): 1445-1472 (2020) - [c95]Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan:
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce. AAAI 2020: 8212-8219 - [c94]Jiancheng Wang, Jingjing Wang, Changlong Sun, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou:
Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning. AAAI 2020: 9177-9184 - [c93]Tianyi Wang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Qiong Zhang:
Masking Orchestration: Multi-Task Pretraining for Multi-Role Dialogue Representation Learning. AAAI 2020: 9217-9224 - [c92]Changlong Sun, Yating Zhang, Qiong Zhang, Xiaozhong Liu:
Legal Artificial Intelligence - Have You Lost a Piece from Jigsaw Puzzle? AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1) 2020 - [c91]Zhuoren Jiang, Zhe Gao, Yu Duan, Yangyang Kang, Changlong Sun, Qiong Zhang, Xiaozhong Liu:
Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning. ACL 2020: 3080-3085 - [c90]Zheng Gao, Lujun Zhao, Heng Huang, Hongsong Li, Changlong Sun, Luo Si, Xiaozhong Liu:
Behavior Based Dynamic Summarization on Product Aspects via Reinforcement Neighbour Selection. ECAI 2020: 2022-2029 - [c89]Yiquan Wu, Kun Kuang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Jun Xiao, Yueting Zhuang, Luo Si, Fei Wu:
De-Biased Court's View Generation with Causality. EMNLP (1) 2020: 763-780 - [c88]Qiao Jin, Chuanqi Tan, Mosha Chen, Xiaozhong Liu, Songfang Huang:
Predicting Clinical Trial Results by Implicit Evidence Integration. EMNLP (1) 2020: 1461-1477 - [c87]Changzhen Ji, Xin Zhou, Yating Zhang, Xiaozhong Liu, Changlong Sun, Conghui Zhu, Tiejun Zhao:
Cross Copy Network for Dialogue Generation. EMNLP (1) 2020: 1900-1910 - [c86]Weisheng Zhang, Kaisong Song, Yangyang Kang, Zhongqing Wang, Changlong Sun, Xiaozhong Liu, Shoushan Li, Min Zhang, Luo Si:
Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue. EMNLP (Findings) 2020: 1981-1990 - [c85]Jinsong Zhang, Chun Guo, Xiaozhong Liu:
Characterize and Evaluate Scientific Domain and Domain Context Knowledge Map. JCDL 2020: 187-196 - [c84]Guoxiu He, Yunhan Yang, Zhuoren Jiang, Yangyang Kang, Xiaozhong Liu, Wei Lu:
Implicit Products in the Decentralized eCommerce Ecosystems. JCDL 2020: 451-452 - [c83]Xiaozhong Liu, Wei Lu, Jian Qin, Edie Rasmussen:
Overview of the JCDL 2020 Doctoral Consortium. JCDL 2020: 587 - [c82]Yongzhen Wang, Jian Wang, Heng Huang, Hongsong Li, Xiaozhong Liu:
Evolutionary Product Description Generation: A Dynamic Fine-Tuning Approach Leveraging User Click Behavior. SIGIR 2020: 119-128 - [c81]Zheng Gao, Hongsong Li, Zhuoren Jiang, Xiaozhong Liu:
Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning. SIGIR 2020: 139-148 - [c80]Guoxiu He, Yangyang Kang, Zhuoren Jiang, Jiawei Liu, Changlong Sun, Xiaozhong Liu, Wei Lu:
Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention. SIGIR 2020: 279-288 - [c79]Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu, Wei Lu:
Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise. SIGIR 2020: 2297-2306 - [c78]Haojie Pan, Rongqin Yang, Xin Zhou, Rui Wang, Deng Cai, Xiaozhong Liu:
Large Scale Abstractive Multi-Review Summarization (LSARS) via Aspect Alignment. SIGIR 2020: 2337-2346 - [c77]Changlong Sun, Yating Zhang, Xiaozhong Liu, Fei Wu:
Legal Intelligence: Algorithmic, Data, and Social Challenges. SIGIR 2020: 2464-2467 - [c76]Qiao Jin, Chuanqi Tan, Mosha Chen, Ming Yan, Songfang Huang, Ningyu Zhang, Xiaozhong Liu:
Aliababa DAMO Academy at TREC Precision Medicine 2020: State-of-the-art Evidence Retriever for Precision Medicine with Expert-in-the-loop Active Learning. TREC 2020 - [c75]Zhuoren Jiang, Zheng Gao, Jinjiong Lan, Hongxia Yang, Yao Lu, Xiaozhong Liu:
Task-Oriented Genetic Activation for Large-Scale Complex Heterogeneous Graph Embedding. WWW 2020: 1581-1591 - [i22]Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu, Wei Lu:
Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model. CoRR abs/2001.00572 (2020) - [i21]Yongzhen Wang, Xiaozhong Liu, Yingnan Ju, Katy Börner, Jun Lin, Changlong Sun, Luo Si:
Romance in China: Mining and Visualizing 10 Million Alibaba Valentine Purchases. CoRR abs/2002.03060 (2020) - [i20]Tianyi Wang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Qiong Zhang:
Masking Orchestration: Multi-task Pretraining for Multi-role Dialogue Representation Learning. CoRR abs/2003.04994 (2020) - [i19]Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan:
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce. CoRR abs/2005.08188 (2020) - [i18]Guoqing Zhu, Naga Anjaneyulu Kopalle, Yongzhen Wang, Xiaozhong Liu, Kemi Jona, Katy Börner:
Community-Based Data Integration of Course and Job Data in Support of Personalized Career-Education Recommendations. CoRR abs/2006.13864 (2020) - [i17]Zheng Gao, Hongsong Li, Zhuoren Jiang, Xiaozhong Liu:
Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning. CoRR abs/2009.02637 (2020) - [i16]Zheng Gao, Chun Guo, Xiaozhong Liu:
Efficient Personalized Community Detection via Genetic Evolution. CoRR abs/2009.02657 (2020) - [i15]Qiao Jin, Chuanqi Tan, Mosha Chen, Xiaozhong Liu, Songfang Huang:
Predicting Clinical Trial Results by Implicit Evidence Integration. CoRR abs/2010.05639 (2020) - [i14]Changzhen Ji, Xin Zhou, Yating Zhang, Xiaozhong Liu, Changlong Sun, Conghui Zhu, Tiejun Zhao:
Cross Copy Network for Dialogue Generation. CoRR abs/2010.11539 (2020) - [i13]Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. CoRR abs/2012.07300 (2020) - [i12]Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. CoRR abs/2012.07311 (2020) - [i11]Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu:
Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff. CoRR abs/2012.07610 (2020)
2010 – 2019
- 2019
- [j11]Zheng Gao, Gang Fu, Chunping Ouyang, Satoshi Tsutsui, Xiaozhong Liu, Jeremy J. Yang, Christopher Gessner, Brian Foote, David J. Wild, Ying Ding, Qi Yu:
edge2vec: Representation learning using edge semantics for biomedical knowledge discovery. BMC Bioinform. 20(1): 306:1-306:15 (2019) - [c74]Jingjing Wang, Changlong Sun, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou:
Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network. ACL (1) 2019: 3548-3557 - [c73]Zhuoren Jiang, Jian Wang, Lujun Zhao, Changlong Sun, Yao Lu, Xiaozhong Liu:
Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning. CIKM 2019: 289-298 - [c72]Xinyu Duan, Yating Zhang, Lin Yuan, Xin Zhou, Xiaozhong Liu, Tianyi Wang, Ruocheng Wang, Qiong Zhang, Changlong Sun, Fei Wu:
Legal Summarization for Multi-role Debate Dialogue via Controversy Focus Mining and Multi-task Learning. CIKM 2019: 1361-1370 - [c71]Yingchi Liu, Quanzhi Li, Xiaozhong Liu, Qiong Zhang, Luo Si:
Sexual Harassment Story Classification and Key Information Identification. CIKM 2019: 2385-2388 - [c70]Kaisong Song, Lidong Bing, Wei Gao, Jun Lin, Lujun Zhao, Jiancheng Wang, Changlong Sun, Xiaozhong Liu, Qi Zhang:
Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning. EMNLP/IJCNLP (1) 2019: 198-207 - [c69]Yingchi Liu, Quanzhi Li, Marika Cifor, Xiaozhong Liu, Qiong Zhang, Luo Si:
Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization. EMNLP/IJCNLP (1) 2019: 2328-2337 - [c68]Jingjing Wang, Changlong Sun, Shoushan Li, Jiancheng Wang, Luo Si, Min Zhang, Xiaozhong Liu, Guodong Zhou:
Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning. EMNLP/IJCNLP (1) 2019: 5580-5589 - [c67]Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiaozhong Liu:
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation. EMNLP/IJCNLP (1) 2019: 6186-6195 - [c66]Zheng Gao, Chun Guo, Xiaozhong Liu:
Efficient personalized community detection via genetic evolution. GECCO 2019: 383-391 - [c65]Kaisong Song, Wei Gao, Lujun Zhao, Jun Lin, Changlong Sun, Xiaozhong Liu:
Cold-Start Aware Deep Memory Network for Multi-Entity Aspect-Based Sentiment Analysis. IJCAI 2019: 5197-5203 - [c64]Xin Zhou, Yating Zhang, Xiaozhong Liu, Changlong Sun, Luo Si:
Legal Intelligence for E-commerce: Multi-task Learning by Leveraging Multiview Dispute Representation. SIGIR 2019: 315-324 - [c63]Guoxiu He, Yangyang Kang, Zhe Gao, Zhuoren Jiang, Changlong Sun, Xiaozhong Liu, Wei Lu, Qiong Zhang, Luo Si:
Finding Camouflaged Needle in a Haystack?: Pornographic Products Detection via Berrypicking Tree Model. SIGIR 2019: 365-374 - [c62]Yongzhen Wang, Heng Huang, Yuliang Yan, Xiaozhong Liu:
Quality-Sensitive Training! Social Advertisement Generation by Leveraging User Click Behavior. WWW 2019: 2045-2055 - [c61]Lujun Zhao, Kaisong Song, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Review Response Generation in E-Commerce Platforms with External Product Information. WWW 2019: 2425-2435 - [c60]Heng Huang, Xiaozhong Liu, Yuliang Yan:
Domain-aware Neural Model for Sequence Labeling using Joint Learning. WWW 2019: 2837-2843 - [i10]Yongzhen Wang, Xiaozhong Liu, Zheng Gao:
Neural Related Work Summarization with a Joint Context-driven Attention Mechanism. CoRR abs/1901.09492 (2019) - [i9]Zheng Gao, Lin Guo, Chi Ma, Xiao Ma, Kai Sun, Hang Xiang, Xiaoqiang Zhu, Hongsong Li, Xiaozhong Liu:
AMAD: Adversarial Multiscale Anomaly Detection on High-Dimensional and Time-Evolving Categorical Data. CoRR abs/1907.06582 (2019) - [i8]Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiaozhong Liu:
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation. CoRR abs/1908.11561 (2019) - [i7]Zhuoren Jiang, Jian Wang, Lujun Zhao, Changlong Sun, Yao Lu, Xiaozhong Liu:
Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning. CoRR abs/1908.11610 (2019) - [i6]Jingjing Wang, Changlong Sun, Shoushan Li, Jiancheng Wang, Luo Si, Min Zhang, Xiaozhong Liu, Guodong Zhou:
Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning. CoRR abs/1910.09260 (2019) - [i5]Yingchi Liu, Quanzhi Li, Marika Cifor, Xiaozhong Liu, Qiong Zhang, Luo Si:
Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization. CoRR abs/1911.00547 (2019) - 2018
- [c59]Yingchi Liu, Quanzhi Li, Xiaozhong Liu, Luo Si:
Document Information Assisted Event Trigger Detection. IEEE BigData 2018: 5383-5385 - [c58]Zhuoren Jiang, Liangcai Gao, Ke Yuan, Zheng Gao, Zhi Tang, Xiaozhong Liu:
Mathematics Content Understanding for Cyberlearning via Formula Evolution Map. CIKM 2018: 37-46 - [c57]Lu Wang, Shoushan Li, Changlong Sun, Luo Si, Xiaozhong Liu, Min Zhang, Guodong Zhou:
One vs. Many QA Matching with both Word-level and Sentence-level Attention Network. COLING 2018: 2540-2550 - [c56]Yongzhen Wang, Xiaozhong Liu, Zheng Gao:
Neural Related Work Summarization with a Joint Context-driven Attention Mechanism. EMNLP 2018: 1776-1786 - [c55]Chenlin Shen, Changlong Sun, Jingjing Wang, Yangyang Kang, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou:
Sentiment Classification towards Question-Answering with Hierarchical Matching Network. EMNLP 2018: 3654-3663 - [c54]Zhuoren Jiang, Yao Lu, Xiaozhong Liu:
Cross-language Citation Recommendation via Publication Content and Citation Representation Fusion. JCDL 2018: 347-348 - [c53]Zhuoren Jiang, Yue Yin, Liangcai Gao, Yao Lu, Xiaozhong Liu:
Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph. SIGIR 2018: 635-644 - [i4]Zheng Gao, Gang Fu, Chunping Ouyang, Satoshi Tsutsui, Xiaozhong Liu, Ying Ding:
edge2vec: Learning Node Representation Using Edge Semantics. CoRR abs/1809.02269 (2018) - [i3]Zhuoren Jiang, Yue Yin, Liangcai Gao, Yao Lu, Xiaozhong Liu:
Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph. CoRR abs/1812.11709 (2018) - [i2]Zhuoren Jiang, Liangcai Gao, Ke Yuan, Zheng Gao, Zhi Tang, Xiaozhong Liu:
Mathematics Content Understanding for Cyberlearning via Formula Evolution Map. CoRR abs/1812.11786 (2018) - 2017
- [c52]Xiaozhong Liu, Yingying Yu, Zhuoren Jiang, Chun Guo, Scott Jensen:
Personalized Navigation and Random Walk on a Complex Heterogeneous Graph. ICTIR 2017: 217-224 - [c51]Yang Zhang, Chenwei Zhang, Xiaozhong Liu:
Dynamic Scholarly Collaborator Recommendation via Competitive Multi-Agent Reinforcement Learning. RecSys 2017: 331-335 - 2016
- [j10]Zhuoren Jiang, Xiaozhong Liu, Yan Chen:
Recovering uncaptured citations in a scholarly network: A two-step citation analysis to estimate publication importance. J. Assoc. Inf. Sci. Technol. 67(7): 1722-1735 (2016) - [j9]Scott Jensen, Xiaozhong Liu, Yingying Yu, Stasa Milojevic:
Generation of topic evolution trees from heterogeneous bibliographic networks. J. Informetrics 10(2): 606-621 (2016) - [c50]Chun Guo, Xiaozhong Liu:
Dynamic feature generation and selection on heterogeneous graph for music recommendation. IEEE BigData 2016: 656-665 - [c49]Xiaozhong Liu, Xing Yu, Zheng Gao, Tian Xia, Johan Bollen:
Comparing Community-based Information Adoption and Diffusion Across Different Microblogging Sites. HT 2016: 103-112 - [c48]Xiaozhong Liu, Tian Xia, Yingying Yu, Chun Guo, Yizhou Sun:
Cross Social Media Recommendation. ICWSM 2016: 221-230 - [c47]Zhuoren Jiang, Xiaozhong Liu, Liangcai Gao, Zhi Tang:
Community-based Cyberreading for Information Understanding. SIGIR 2016: 789-792 - 2015
- [c46]Chun Guo, Xiaozhong Liu:
Feature selection on heterogeneous graph. ASIST 2015: 1-4 - [c45]Scott Jensen, Yingying Yu, Hans B. Liu, Xiaozhong Liu:
Query-centric scientific topic evolution extraction. ASIST 2015: 1-4 - [c44]Xiaozhong Liu, Michelle M. Kazmer, Michael B. Twidale, Noriko Hara, Mega M. Subramaniam:
Education in the cyberlearning era: New challenges, opportunities, and applications. ASIST 2015: 1-3 - [c43]Zhuoren Jiang, Xiaozhong Liu, Liangcai Gao:
Chronological Citation Recommendation with Information-Need Shifting. CIKM 2015: 1291-1300 - [c42]Yuehan Wang, Liangcai Gao, Simeng Wang, Zhi Tang, Xiaozhong Liu, Ke Yuan:
WikiMirs 3.0: A Hybrid MIR System Based on the Context, Structure and Importance of Formulae in a Document. JCDL 2015: 173-182 - [c41]Yingying Yu, Zhuoren Jiang, Xiaozhong Liu:
Random Walk and Feedback on Scholarly Network. GSB@SIGIR<