Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox
Picture for Tat-Seng Chua

Tat-Seng Chua

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

Figure 1 for Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion
Figure 2 for Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion
Figure 3 for Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion
Figure 4 for Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion
* 15 pages, 13 figures, ACL'2021 
  Access Paper or Ask Questions

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

Figure 1 for How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction
Figure 2 for How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction
Figure 3 for How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction
Figure 4 for How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction

  Access Paper or Ask Questions

Contrastive Learning for Cold-Start Recommendation


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

Figure 1 for Contrastive Learning for Cold-Start Recommendation
Figure 2 for Contrastive Learning for Cold-Start Recommendation
Figure 3 for Contrastive Learning for Cold-Start Recommendation
Figure 4 for Contrastive Learning for Cold-Start Recommendation
* Accepted by ACM Multimedia 2021 
  Access Paper or Ask Questions

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

Figure 1 for Affective Image Content Analysis: Two Decades Review and New Perspectives
Figure 2 for Affective Image Content Analysis: Two Decades Review and New Perspectives
Figure 3 for Affective Image Content Analysis: Two Decades Review and New Perspectives
Figure 4 for Affective Image Content Analysis: Two Decades Review and New Perspectives
* Accepted by IEEE TPAMI 
  Access Paper or Ask Questions

Empowering Language Understanding with Counterfactual Reasoning


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

Figure 1 for Empowering Language Understanding with Counterfactual Reasoning
Figure 2 for Empowering Language Understanding with Counterfactual Reasoning
Figure 3 for Empowering Language Understanding with Counterfactual Reasoning
Figure 4 for Empowering Language Understanding with Counterfactual Reasoning
* Accepted by Findings of ACL'21 
  Access Paper or Ask Questions

Deconfounded Video Moment Retrieval with Causal Intervention


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

Figure 1 for Deconfounded Video Moment Retrieval with Causal Intervention
Figure 2 for Deconfounded Video Moment Retrieval with Causal Intervention
Figure 3 for Deconfounded Video Moment Retrieval with Causal Intervention
Figure 4 for Deconfounded Video Moment Retrieval with Causal Intervention
* This work has been accepted by SIGIR 2021 
  Access Paper or Ask Questions

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

Figure 1 for TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance
Figure 2 for TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance
Figure 3 for TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance
Figure 4 for TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance
* Accepted by ACL 2021 
  Access Paper or Ask Questions

Leveraging Two Types of Global Graph for Sequential Fashion Recommendation


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

Figure 1 for Leveraging Two Types of Global Graph for Sequential Fashion Recommendation
Figure 2 for Leveraging Two Types of Global Graph for Sequential Fashion Recommendation
Figure 3 for Leveraging Two Types of Global Graph for Sequential Fashion Recommendation
Figure 4 for Leveraging Two Types of Global Graph for Sequential Fashion Recommendation

  Access Paper or Ask Questions

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

Figure 1 for Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend Forecasting
Figure 2 for Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend Forecasting
Figure 3 for Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend Forecasting
Figure 4 for Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend Forecasting
* ICMR 2021 
  Access Paper or Ask Questions

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


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

Figure 1 for NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions
Figure 2 for NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions
Figure 3 for NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions
Figure 4 for NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions
* 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.) 
  Access Paper or Ask Questions

Deconfounded Recommendation for Alleviating Bias Amplification


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

Figure 1 for Deconfounded Recommendation for Alleviating Bias Amplification
Figure 2 for Deconfounded Recommendation for Alleviating Bias Amplification
Figure 3 for Deconfounded Recommendation for Alleviating Bias Amplification
Figure 4 for Deconfounded Recommendation for Alleviating Bias Amplification
* Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discoveryand Data Mining (KDD 2021) 
  Access Paper or Ask Questions

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

Figure 1 for Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media
Figure 2 for Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media
Figure 3 for Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media
Figure 4 for Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media
* IEEE Transaction on Multimedia, 2021 
 * 12 pages, 8 figures 
  Access Paper or Ask Questions

Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction


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

Figure 1 for Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction
Figure 2 for Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction
Figure 3 for Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction
Figure 4 for Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction
* Accepted by NAACL2021, 9 pages, 5 figures 
  Access Paper or Ask Questions

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

Figure 1 for Leveraging Multiple Relations for Fashion TrendForecasting Based on Social Media
Figure 2 for Leveraging Multiple Relations for Fashion TrendForecasting Based on Social Media
Figure 3 for Leveraging Multiple Relations for Fashion TrendForecasting Based on Social Media
Figure 4 for Leveraging Multiple Relations for Fashion TrendForecasting Based on Social Media
* IEEE Transaction on Multimedia, 2021 
  Access Paper or Ask Questions

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

Figure 1 for Learning Intents behind Interactions with Knowledge Graph for Recommendation
Figure 2 for Learning Intents behind Interactions with Knowledge Graph for Recommendation
Figure 3 for Learning Intents behind Interactions with Knowledge Graph for Recommendation
Figure 4 for Learning Intents behind Interactions with Knowledge Graph for Recommendation
* WWW 2021 oral presentation 
  Access Paper or Ask Questions

Advances and Challenges in Conversational Recommender Systems: A Survey


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

Figure 1 for Advances and Challenges in Conversational Recommender Systems: A Survey
Figure 2 for Advances and Challenges in Conversational Recommender Systems: A Survey
Figure 3 for Advances and Challenges in Conversational Recommender Systems: A Survey
Figure 4 for Advances and Challenges in Conversational Recommender Systems: A Survey
* 30 pages, 8 figures 
  Access Paper or Ask Questions

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

Figure 1 for Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering
Figure 2 for Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering
Figure 3 for Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering
Figure 4 for Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering
* 20 pages 
  Access Paper or Ask Questions

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

Figure 1 for Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction
Figure 2 for Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction
Figure 3 for Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction
Figure 4 for Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction

  Access Paper or Ask Questions

Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method


Oct 22, 2020
Fuli Feng, Weiran Huang, Xin Xin, Xiangnan He, Tat-Seng Chua

Figure 1 for Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method
Figure 2 for Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method
Figure 3 for Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method
Figure 4 for Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method

  Access Paper or Ask Questions

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

Figure 1 for Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment
Figure 2 for Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment
Figure 3 for Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment
Figure 4 for Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment
* 10 pages, EMNLP2020 
  Access Paper or Ask Questions

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

Figure 1 for Multi-modal Cooking Workflow Construction for Food Recipes
Figure 2 for Multi-modal Cooking Workflow Construction for Food Recipes
Figure 3 for Multi-modal Cooking Workflow Construction for Food Recipes
Figure 4 for Multi-modal Cooking Workflow Construction for Food Recipes
* This manuscript has been accepted at ACM MM 2020 
  Access Paper or Ask Questions

Neural Sparse Voxel Fields


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

Figure 1 for Neural Sparse Voxel Fields
Figure 2 for Neural Sparse Voxel Fields
Figure 3 for Neural Sparse Voxel Fields
Figure 4 for Neural Sparse Voxel Fields
* 20 pages, in progress 
  Access Paper or Ask Questions