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Nessy: A Neuro-Symbolic System for Label Noise Reduction Journal article
Smirnova, Alisa, Yang, Jie, Yang, Dingqi, Cudre-Mauroux, Philippe. Nessy: A Neuro-Symbolic System for Label Noise Reduction[J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(8), 8300 - 8311.
Authors:  Smirnova, Alisa;  Yang, Jie;  Yang, Dingqi;  Cudre-Mauroux, Philippe
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:8.9/8.8 | Submit date：2022/08/30
Noise Reduction  Neuro-symbolic Systems  Deep Probabilistic Model  Relation Extraction  Distant Supervision  
A Unified Knowledge Extraction Method Based on BERT and Handshaking Tagging Scheme Journal article
Yang, Ning, Pun, Sio Hang, Vai, Mang I., Yang, Yifan, Miao, Qingliang. A Unified Knowledge Extraction Method Based on BERT and Handshaking Tagging Scheme[J]. Applied Sciences (Switzerland), 2022, 12(13), 6543.
Authors:  Yang, Ning;  Pun, Sio Hang;  Vai, Mang I.;  Yang, Yifan;  Miao, Qingliang
Favorite | TC[WOS]:8 TC[Scopus]:8 | Submit date：2022/08/02
Bert  Fixed-domain Relation Extraction  Handshaking Tagging Scheme  Knowledge Graph  Named Entity Recognition  Open-domain Relation Extraction  
Entity relationship extraction and correlation analysis of agricultural product standard domain knowledge graph 农产品标准领域知识图谱实体关系抽取及关联性分析 Journal article
Dongdong Lyu, Junhua Chen, Dianhui Mao, Qingchuan Zhang, Min Zhao, Zhihao Hao. Entity relationship extraction and correlation analysis of agricultural product standard domain knowledge graph 农产品标准领域知识图谱实体关系抽取及关联性分析[J]. Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering, 2022, 38(9), 315-323.
Authors:  Dongdong Lyu;  Junhua Chen;  Dianhui Mao;  Qingchuan Zhang;  Min Zhao; et al.
Favorite | TC[Scopus]:6 | Submit date：2023/01/30
Agricultural Product Standard  Community Mining  Dependency Parsing  Knowledge Graph  Relation Extraction  
Video person re-identification using key frame screening with index and feature reorganization based on inter-frame relation Journal article
Lu, Zeng, Zhang, Ganghan, Huang, Guoheng, Yu, Zhiwen, Pun, Chi Man, Zhang, Weiwen, Chen, Junan, Ling, Wing Kuen. Video person re-identification using key frame screening with index and feature reorganization based on inter-frame relation[J]. International Journal of Machine Learning and Cybernetics, 2022, 13(9), 2745-2761.
Authors:  Lu, Zeng;  Zhang, Ganghan;  Huang, Guoheng;  Yu, Zhiwen;  Pun, Chi Man; et al.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:3.1/3.6 | Submit date：2022/05/17
Feature Reconstruction  Key-frame Extraction  Relation Between Frames  Temporal Modeling  Video-based Person Re-identification  
Temporal Relation Inference Network for Multi-modal Speech Emotion Recognition Journal article
Dong, Guan Nan, Pun, Chi Man, Zhang, Zheng. Temporal Relation Inference Network for Multi-modal Speech Emotion Recognition[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(9), 6472-6485.
Authors:  Dong, Guan Nan;  Pun, Chi Man;  Zhang, Zheng
Favorite | TC[WOS]:13 TC[Scopus]:19  IF:8.3/7.1 | Submit date：2022/05/17
Cognition  Correlation  Emotion Recognition  Feature Extraction  Hidden Markov Models  Multi-modal Learning  Relation Inference Network  Speech Emotion Recognition  Speech Recognition  Task Analysis  Temporal Learning  
Improved strategies of relation extraction based on graph convolutional model on tree structure for web information processing Journal article
Yang, Shuo, Guo, Jingzhi. Improved strategies of relation extraction based on graph convolutional model on tree structure for web information processing[J]. Journal of Industrial Information Integration, 2022, 25, 100301.
Authors:  Yang, Shuo;  Guo, Jingzhi
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:10.4/10.5 | Submit date：2022/02/21
Dependency Tree  Graph Convolutional Model  Information Extraction  Joint Model  Relation Extraction  
Robust Neural Relation Extraction via Multi-Granularity Noises Reduction Journal article
Zhang, Xinsong, Liu, Tianyi, Li, Pengshuai, Jia, Weijia, Zhao, Hai. Robust Neural Relation Extraction via Multi-Granularity Noises Reduction[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 33(9), 3297-3310.
Authors:  Zhang, Xinsong;  Liu, Tianyi;  Li, Pengshuai;  Jia, Weijia;  Zhao, Hai
Favorite | TC[WOS]:14 TC[Scopus]:14  IF:8.9/8.8 | Submit date：2021/12/08
Distant Supervision  Multi-instance Learning  Neural Relation Extraction  Transfer Learning