| 2021 | PEN4Rec: Preference Evolution Networks for Session-Based Recommendation. | Dou Hu, Lingwei Wei, Wei Zhou, Xiaoyong Huai, Zhiqi Fang, Songlin Hu |
| 2021 | EGIM: Evolution Graph Based Interest Modeling for Click-Through Rate Prediction. | Jian Hu, Qing Ding, Wenyu Zhang |
| 2021 | Not Only the Contextual Semantic Information: A Deep Fusion Sentimental Analysis Model Towards Extremely Short Comments. | Liping Hua, Qinhui Chen, Zelin Huang, Hui Zhao, Gang Zhao |
| 2021 | Towards Solving the Winograd Schema Challenge: Model-Free, Model-Based and a Spectrum in Between. | Weinan He, Zhanhao Xiao |
| 2021 | A Neural Language Understanding for Dialogue State Tracking. | Yuhong He, Yan Tang |
| 2021 | Rumor Verification on Social Media with Stance-Aware Recursive Tree. | Xiaoyun Han, Zhen Huang, Menglong Lu, Dongsheng Li, Jinyan Qiu |
| 2021 | Incorporating Common Knowledge and Specific Entity Linking Knowledge for Machine Reading Comprehension. | Shoukang Han, Neng Gao, Xiaobo Guo, Yiwei Shan |
| 2021 | A Blockchain Based Framework for Smart Greenhouse Data Management. | Chenkai Guo, Yapeng Zi, Wei Ren |
| 2021 | Spy the Lie: Fraudulent Jobs Detection in Recruitment Domain using Knowledge Graphs. | Nidhi Goyal, Niharika Sachdeva, Ponnurangam Kumaraguru |
| 2021 | Attention Based Short-Term Metro Passenger Flow Prediction. | Ang Gao, Linjiang Zheng, Zixu Wang, Xuanxuan Luo, Congjun Xie, Yuankai Luo |
| 2021 | Representation Learning of Knowledge Graph with Semantic Vectors. | Tianyu Gao, Yuanming Zhang, Mengni Li, Jiawei Lu, Zhenbo Cheng, Gang Xiao |
| 2021 | Q-Learning with Fisher Score for Feature Selection of Large-Scale Data Sets. | Min Gan, Li Zhang |
| 2021 | Representing Knowledge Graphs with Gaussian Mixture Embedding. | Wenying Feng, Daren Zha, Xiaobo Guo, Yao Dong, Yuanye He |
| 2021 | Syntactic Enhanced Projection Network for Few-Shot Chinese Event Extraction. | Linhui Feng, Linbo Qiao, Yi Han, Zhigang Kan, Yifu Gao, Dongsheng Li |
| 2021 | An Overview of Methods for Acquiring and Generating Decision Models. | Vedavyas Etikala, Jan Vanthienen |
| 2021 | Approach Based on Ontology and Machine Learning for Identifying Causes Affecting Personality Disorder Disease on Twitter. | Mourad Ellouze, Seifeddine Mechti, Lamia Hadrich Belguith |
| 2021 | Symbiosis: A Novel Framework for Integrating Hierarchies from Knowledge Graph into Recommendation System. | Haizhou Du, Yue Tang |
| 2021 | Sentence Extraction-Based Machine Reading Comprehension for Vietnamese. | Phong Nguyen-Thuan Do, Nhat Duy Nguyen, Tin Van Huynh, Kiet Van Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen |
| 2021 | HyperspherE: An Embedding Method for Knowledge Graph Completion Based on Hypersphere. | Yao Dong, Xiaobo Guo, Ji Xiang, Kai Liu, Zhihao Tang |
| 2021 | Graph Attention Mechanism with Cardinality Preservation for Knowledge Graph Completion. | Cong Ding, Xiao Wei, Yongqi Chen, Rui Zhao |
| 2021 | A Semantic Textual Similarity Calculation Model Based on Pre-training Model. | Zhaoyun Ding, Kai Liu, Wenhao Wang, Bin Liu |
| 2021 | English Cloze Test Based on BERT. | Minjie Ding, Mingang Chen, Wenjie Chen, Lizhi Cai |
| 2021 | Sememes-Based Framework for Knowledge Graph Embedding with Comprehensive-Information. | Qingyao Cui, Yanquan Zhou, Mingming Zheng |
| 2021 | Fine-Grained Image Classification Based on Target Acquisition and Feature Fusion. | Yan Chu, Zhengkui Wang, Lina Wang, Qingchao Zhao, Wen Shan |
| 2021 | CelebHair: A New Large-Scale Dataset for Hairstyle Recommendation Based on CelebA. | Yutao Chen, Yuxuan Zhang, Zhongrui Huang, Zhenyao Luo, Jinpeng Chen |