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Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion

Aug 25, 2021
Yixin Cao, Xiang Ji, Xin Lv, Juanzi Li, Yonggang Wen, Hanwang Zhang

* 15 pages, 13 figures, ACL'2021 

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How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction

Jul 26, 2021
Zikun Hu, Yixin Cao, Lifu Huang, Tat-Seng Chua

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Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition

Jun 29, 2021
Meihan Tong, Shuai Wang, Bin Xu, Yixin Cao, Minghui Liu, Lei Hou, Juanzi Li

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Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability

Apr 14, 2021
Xin Lv, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Yichi Zhang, Zelin Dai

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Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction

Nov 27, 2020
Yixin Cao, Jun Kuang, Ming Gao, Aoying Zhou, Yonggang Wen, Tat-Seng Chua

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Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment

Oct 07, 2020
Zhiyuan Liu, Yixin Cao, Liangming Pan, Juanzi Li, Zhiyuan Liu, Tat-Seng Chua

* 10 pages, EMNLP2020 

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Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval

Jul 06, 2020
Xun Yang, Jianfeng Dong, Yixin Cao, Xun Wang, Meng Wang, Tat-Seng Chua

* Accepted For 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) 

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Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen

May 02, 2020
Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua

* 11 pages, 6 figures; To appear in ACL 2020 

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Reinforced Negative Sampling over Knowledge Graph for Recommendation

Mar 12, 2020
Xiang Wang, Yaokun Xu, Xiangnan He, Yixin Cao, Meng Wang, Tat-Seng Chua

* WWW 2020 oral presentation 

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Multi-Channel Graph Neural Network for Entity Alignment

Aug 26, 2019
Yixin Cao, Zhiyuan Liu, Chengjiang Li, Zhiyuan Liu, Juanzi Li, Tat-Seng Chua

* 10 pages, 4 figures, ACL2019 

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Low-Resource Name Tagging Learned with Weakly Labeled Data

Aug 26, 2019
Yixin Cao, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu, Heng Ji

* 10 pages, 4 figures, EMNLP2019 

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Who, Where, and What to Wear? Extracting Fashion Knowledge from Social Media

Aug 12, 2019
Yunshan Ma, Xun Yang, Lizi Liao, Yixin Cao, Tat-Seng Chua

* 9 pages, 8 figures, ACMMM 2019 

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Improving Neural Relation Extraction with Implicit Mutual Relations

Jul 08, 2019
Jun Kuang, Yixin Cao, Jianbing Zheng, Xiangnan He, Ming Gao, Aoying Zhou

* 12 pages 

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KGAT: Knowledge Graph Attention Network for Recommendation

May 20, 2019
Xiang Wang, Xiangnan He, Yixin Cao, Meng Liu, Tat-Seng Chua

* KDD 2019 research track 

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Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision

Nov 27, 2018
Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Chengjiang Li, Xu Chen, Tiansi Dong

* 11 pages, EMNLP2018 

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Neural Collective Entity Linking

Nov 21, 2018
Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu

* 12 pages, 3 figures, COLING2018 

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