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Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training


Oct 12, 2022
Taolin Zhang, Junwei Dong, Jianing Wang, Chengyu Wang, Ang Wang, Yinghui Liu, Jun Huang, Yong Li, Xiaofeng He

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* EMNLP 2022 industry track 

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FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphs


Aug 29, 2022
Taolin Zhang, Chuan Chen, Yaomin Chang, Lin Shu, Zibin Zheng

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* 25 pages, submitted to ACM Transactions on Information Systems (TOIS) 

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EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing


Apr 30, 2022
Chengyu Wang, Minghui Qiu, Taolin Zhang, Tingting Liu, Lei Li, Jianing Wang, Ming Wang, Jun Huang, Wei Lin

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* 8 pages 

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HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction


Feb 27, 2022
Dongyang Li, Taolin Zhang, Nan Hu, Chengyu Wang, Xiaofeng He

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DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding


Dec 02, 2021
Taolin Zhang, Chengyu Wang, Nan Hu, Minghui Qiu, Chengguang Tang, Xiaofeng He, Jun Huang

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* Accepted by AAAI22 

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SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining


Aug 20, 2021
Taolin Zhang, Zerui Cai, Chengyu Wang, Minghui Qiu, Bite Yang, Xiaofeng He

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* ACL2021 

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Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources


Aug 24, 2020
Taolin Zhang, Chengyu Wang, Minghui Qiu, Bite Yang, Xiaofeng He, Jun Huang

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