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26th DASFAA 2021: Taipei, Taiwan - Part II
- Christian S. Jensen
, Ee-Peng Lim
Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12682, Springer 2021, ISBN 978-3-030-73196-0
Text and Unstructured Data
- Jiayin Chen, Xiaolong Gong, Ye Qiu, Xi Chen, Zhiyi Ma:
Multi-label Classification of Long Text Based on Key-Sentences Extraction. 3-19 - Xue Zhang, Qinghua Li, Cuiping Li, Hong Chen:
Automated Context-Aware Phrase Mining from Text Corpora. 20-36 - Tianxiang Hu, Jingxi Liang, Wei Ye, Shikun Zhang:
Keyword-Aware Encoder for Abstractive Text Summarization. 37-52 - Hongyan Xu, Hongtao Liu, Wenjun Wang, Pengfei Jiao:
Neural Adversarial Review Summarization with Hierarchical Personalized Attention. 53-69 - Yan Wang, Yanan Zheng, Shimin Jiang, Yucheng Dong, Jessica Chen, Shaohua Wang:
Generating Contextually Coherent Responses by Learning Structured Vectorized Semantics. 70-87 - Qian Dong, Shuzi Niu
Latent Graph Recurrent Network for Document Ranking. 88-103 - Bo Zhang, Xiaoming Zhang, Yun Liu, Lei Chen:
Discriminative Feature Adaptation via Conditional Mean Discrepancy for Cross-Domain Text Classification. 104-119 - Chi Xu, Hao Feng, Guoxin Yu, Min Yang, Xiting Wang, Yan Song, Xiang Ao:
Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule Network. 120-135 - Jiaqi Wang, Li Zhang
Discriminant Mutual Information for Text Feature Selection. 136-151 - Cen Chen, Xinjing Huang, Feng Ji, Chengyu Wang, Minghui Qiu, Jun Huang, Yin Zhang:
CAT-BERT: A Context-Aware Transferable BERT Model for Multi-turn Machine Reading Comprehension. 152-167 - Yijun Wang, Tianxin Wei
Unpaired Multimodal Neural Machine Translation via Reinforcement Learning. 168-185 - Dawei Chen, Zhixu Li, Binbin Gu, Zhigang Chen:
Multimodal Named Entity Recognition with Image Attributes and Image Knowledge. 186-201 - Jiyi Li
Multi-task Neural Shared Structure Search: A Study Based on Text Mining. 202-218 - Lijun Zhang
A Semi-structured Data Classification Model with Integrating Tag Sequence and Ngram. 219-234 - Xiaofan Wang:
Inferring Deterministic Regular Expression with Unorder and Counting. 235-252 - Fali Wang, Zheng Lin
MACROBERT: Maximizing Certified Region of BERT to Adversarial Word Substitutions. 253-261 - Guang Liu, Hailong Huang, Yuzhao Mao, Weiguo Gao, Xuan Li, Jianping Shen:
A Diversity-Enhanced and Constraints-Relaxed Augmentation for Low-Resource Classification. 262-270 - Yantong Lai, Yijun Su, Cong Xue, Daren Zha:
Neural Demographic Prediction in Social Media with Deep Multi-view Multi-task Learning. 271-279 - Xiaxia Wang, Sai Wu, Lidan Shou, Ke Chen:
An Interactive NL2SQL Approach with Reuse Strategy. 280-288
Data Mining
- Guang-Yu Zhang, Xiao-Wei Chen, Yu-Ren Zhou, Chang-Dong Wang, Dong Huang:
Consistency- and Inconsistency-Aware Multi-view Subspace Clustering. 291-306 - Jinping Jia, Ying Hu, Bin Zhao, Genlin Ji, Richen Liu:
Discovering Collective Converging Groups of Large Scale Moving Objects in Road Networks. 307-324 - Yifan Xu, Lei Duan, Guicai Xie, Min Fu, Longhai Li, Jyrki Nummenmaa
Efficient Mining of Outlying Sequential Behavior Patterns. 325-341 - Luan V. Tran, Liyue Fan, Cyrus Shahabi:
Clustering Mixed-Type Data with Correlation-Preserving Embedding. 342-358 - Bin Fu, Hongzhi Liu
Beyond Matching: Modeling Two-Sided Multi-Behavioral Sequences for Dynamic Person-Job Fit. 359-375 - Xiang Wang, Xiaoyong Li, Junxing Zhu, Zichen Xu, Kaijun Ren, Weiming Zhang, Xinwang Liu, Kui Yu:
A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks. 376-391 - Xiaokang Xu, Zhaohui Peng, Senzhang Wang, Shanshan Huang, Philip S. Yu, Zhenyun Hao, Jian Wang, Xue Wang:
AE-UPCP: Seeking Potential Membership Users by Audience Expansion Combining User Preference with Consumption Pattern. 392-399 - Yuntao Du, Yikang Cao, Yumeng Zhou, Yinghao Chen, Ruiting Zhang, Chongjun Wang:
Self Separation and Misseparation Impact Minimization for Open-Set Domain Adaptation. 400-409
Machine Learning
- Yi Zhang, Jundong Shen, Zhecheng Zhang, Chongjun Wang:
Partial Modal Conditioned GANs for Multi-modal Multi-label Learning with Arbitrary Modal-Missing. 413-428 - Yuntao Du
Cross-Domain Error Minimization for Unsupervised Domain Adaptation. 429-448 - Yuntao Du
Unsupervised Domain Adaptation with Unified Joint Distribution Alignment. 449-464 - Yi Zhang, Jundong Shen, Cheng Yu, Chongjun Wang:
Relation-Aware Alignment Attention Network for Multi-view Multi-label Learning. 465-482 - Yashen Wang, Huanhuan Zhang:
BIRL: Bidirectional-Interaction Reinforcement Learning Framework for Joint Relation and Entity Extraction. 483-499 - Yongliang Han, Yingyuan Xiao, Hongya Wang, Wenguang Zheng, Ke Zhu:
DFILAN: Domain-Based Feature Interactions Learning via Attention Networks for CTR Prediction. 500-515 - Manliang Cao, Xiangdong Zhou, Lan Lin, Bo Yao:
Double Ensemble Soft Transfer Network for Unsupervised Domain Adaptation. 516-532 - Li Zhang, Zhixu Li, Qiang Yang
Attention-Based Multimodal Entity Linking with High-Quality Images. 533-548 - Xiu Tang, Sai Wu, Gang Chen, Ke Chen, Lidan Shou:
Learning to Label with Active Learning and Reinforcement Learning. 549-557 - Chenchen Sun, Derong Shen:
Entity Resolution with Hybrid Attention-Based Networks. 558-565
Information Retrieval and Search
- Kejing Lu, Mineichi Kudo
MLSH: Mixed Hash Function Family for Approximate Nearest Neighbor Search in Multiple Fractional Metrics. 569-584 - Gongsheng Yuan, Jiaheng Lu
Quantum-Inspired Keyword Search on Multi-model Databases. 585-602 - Peng Zhu
ZH-NER: Chinese Named Entity Recognition with Adversarial Multi-task Learning and Self-Attentions. 603-611 - Dongsheng Wang
Drug-Drug Interaction Extraction via Attentive Capsule Network with an Improved Sliding-Margin Loss. 612-619 - Chenxu Liu, Hongjie Fan, Junfei Liu:
Span-Based Nested Named Entity Recognition with Pretrained Language Model. 620-628 - Haotian Li, Jiatao Zhu, Sichen Cao, Xiangyu Li, Jiajun Zeng, Peng Wang:
Poetic Expression Through Scenery: Sentimental Chinese Classical Poetry Generation from Images. 629-637
Social Network
- Ruifang He, Huanyu Liu, Liangliang Zhao:
SCHC: Incorporating Social Contagion and Hashtag Consistency for Topic-Oriented Social Summarization. 641-657 - Junsha Chen, Neng Gao, Yifei Zhang, Chenyang Tu:
Image-Enhanced Multi-Modal Representation for Local Topic Detection from Social Media. 658-674 - Zehua Hu, Jiahai Wang, Siyuan Chen
A Semi-supervised Framework with Efficient Feature Extraction and Network Alignment for User Identity Linkage. 675-691 - Shipeng Wang
Personality Traits Prediction Based on Sparse Digital Footprints via Discriminative Matrix Factorization. 692-700 - Chao Wang, Yiming Liu, Xiaofeng Gao, Guihai Chen
A Reinforcement Learning Model for Influence Maximization in Social Networks. 701-709 - Hang Zhang, Yajun Yang, Xin Wang, Hong Gao, Qinghua Hu, Dan Yin:
A Multilevel Inference Mechanism for User Attributes over Social Networks. 710-718
Query Processing
- Jens Willkomm, Martin Schäler, Klemens Böhm:
Accurate Cardinality Estimation of Co-occurring Words Using Suffix Trees. 721-737 - Wang Zhang
Shadow: Answering Why-Not Questions on Top-K Spatial Keyword Queries over Moving Objects. 738-760 - Qiuyi Lyu, Yuchen Li
DBL: Efficient Reachability Queries on Dynamic Graphs. 761-777 - Kangfei Zhao, Jeffrey Xu Yu, Yu Rong, Ming Liao, Junzhou Huang
Towards Expectation-Maximization by SQL in RDBMS. 778-794
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