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


Aug 03, 2021
Yixin Cao, Kuang Jun, Ming Gao, Aoying Zhou, Yonggang Wen, Tat-Seng Chua

* 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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Contrastive Learning for Cold-Start Recommendation


Jul 15, 2021
Yinwei Wei, Xiang Wang, Qi Li, Liqiang Nie, Yan Li, Xuanping Li, Tat-Seng Chua

* Accepted by ACM Multimedia 2021 

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Affective Image Content Analysis: Two Decades Review and New Perspectives


Jun 30, 2021
Sicheng Zhao, Xingxu Yao, Jufeng Yang, Guoli Jia, Guiguang Ding, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer

* Accepted by IEEE TPAMI 

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Empowering Language Understanding with Counterfactual Reasoning


Jun 06, 2021
Fuli Feng, Jizhi Zhang, Xiangnan He, Hanwang Zhang, Tat-Seng Chua

* Accepted by Findings of ACL'21 

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Deconfounded Video Moment Retrieval with Causal Intervention


Jun 03, 2021
Xun Yang, Fuli Feng, Wei Ji, Meng Wang, Tat-Seng Chua

* This work has been accepted by SIGIR 2021 

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TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance


Jun 01, 2021
Fengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua

* Accepted by ACL 2021 

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Leveraging Two Types of Global Graph for Sequential Fashion Recommendation


May 30, 2021
Yujuan Ding, Yunshan Ma, Wai Keung Wong, Tat-Seng Chua


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Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend Forecasting


May 25, 2021
Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua, Jinyoung Moon, Hong-Han Shuai

* ICMR 2021 

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NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions


May 23, 2021
Junbin Xiao, Xindi Shang, Angela Yao, Tat-Seng Chua

* To appear at CVPR2021.(Receive one 'Strong Accept'. Review comments: The benchmark will be beneficial for an important video understanding problem. The analysis is comprehensive and provides meaningful insights.) 

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Deconfounded Recommendation for Alleviating Bias Amplification


May 22, 2021
Wenjie Wang, Fuli Feng, Xiangnan He, Xiang Wang, Tat-Seng Chua

* Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discoveryand Data Mining (KDD 2021) 

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Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media


May 11, 2021
Yujuan Ding, Yunshan Ma, Lizi Liao, Wai Keung Wong, Tat-Seng Chua

* IEEE Transaction on Multimedia, 2021 
* 12 pages, 8 figures 

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Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction


May 10, 2021
Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua

* Accepted by NAACL2021, 9 pages, 5 figures 

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Leveraging Multiple Relations for Fashion TrendForecasting Based on Social Media


May 07, 2021
Yujuan Ding, Yunshan Ma, Lizi Liao, Wai Keung Wong, Tat-Seng Chua

* IEEE Transaction on Multimedia, 2021 

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Learning Intents behind Interactions with Knowledge Graph for Recommendation


Feb 14, 2021
Xiang Wang, Tinglin Huang, Dingxian Wang, Yancheng Yuan, Zhenguang Liu, Xiangnan He, Tat-Seng Chua

* WWW 2021 oral presentation 

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Advances and Challenges in Conversational Recommender Systems: A Survey


Feb 07, 2021
Chongming Gao, Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua

* 30 pages, 8 figures 

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Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering


Jan 04, 2021
Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, Tat-Seng Chua

* 20 pages 

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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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Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method


Oct 22, 2020
Fuli Feng, Weiran Huang, Xin Xin, Xiangnan He, 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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Multi-modal Cooking Workflow Construction for Food Recipes


Aug 20, 2020
Liangming Pan, Jingjing Chen, Jianlong Wu, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Yu-Gang Jiang, Tat-Seng Chua

* This manuscript has been accepted at ACM MM 2020 

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Neural Sparse Voxel Fields


Jul 22, 2020
Lingjie Liu, Jiatao Gu, Kyaw Zaw Lin, Tat-Seng Chua, Christian Theobalt

* 20 pages, in progress 

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