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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]:1  IF:8.9/8.8 | Submit date:2022/08/30
Noise Reduction  Neuro-symbolic Systems  Deep Probabilistic Model  Relation Extraction  Distant Supervision  
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]:13 TC[Scopus]:13  IF:8.9/8.8 | Submit date:2021/12/08
Distant Supervision  Multi-instance Learning  Neural Relation Extraction  Transfer Learning