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Taolin Zhang
ORCID
Publication Activity (10 Years)
Years Active: 2015-2024
Publications (10 Years): 28
Top Topics
Natural Language
Passage Retrieval
Natural Language Understanding
Cellular Automaton
Top Venues
CoRR
PAKDD (3)
EMNLP
ICBK
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Publications
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Taolin Zhang
,
Chengyuan Mai
,
Yaomin Chang
,
Chuan Chen
,
Lin Shu
,
Zibin Zheng
FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphs.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
Junbing Yan
,
Chengyu Wang
,
Taolin Zhang
,
Xiaofeng He
,
Jun Huang
,
Wei Zhang
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models.
EMNLP (Findings)
(2023)
Ruyao Xu
,
Taolin Zhang
,
Chengyu Wang
,
Zhongjie Duan
,
Cen Chen
,
Minghui Qiu
,
Dawei Cheng
,
Xiaofeng He
,
Weining Qian
Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding.
CoRR
(2023)
Yanhu Li
,
Taolin Zhang
,
Dongyang Li
,
Xiaofeng He
Knowledge-Enhanced Prototypical Network with Structural Semantics for Few-Shot Relation Classification.
PAKDD (3)
(2023)
Taolin Zhang
,
Ruyao Xu
,
Chengyu Wang
,
Zhongjie Duan
,
Cen Chen
,
Minghui Qiu
,
Dawei Cheng
,
Xiaofeng He
,
Weining Qian
Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding.
EMNLP
(2023)
Jiali Deng
,
Dongyang Li
,
Taolin Zhang
,
Xiaofeng He
OnMKD: An Online Mutual Knowledge Distillation Framework for Passage Retrieval.
NLPCC (2)
(2023)
Junbing Yan
,
Chengyu Wang
,
Taolin Zhang
,
Xiaofeng He
,
Jun Huang
,
Wei Zhang
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models.
CoRR
(2023)
Qian Chen
,
Taolin Zhang
,
Dongyang Li
,
Xiaofeng He
CIDR: A Cooperative Integrated Dynamic Refining Method for Minimal Feature Removal Problem.
CoRR
(2023)
Taolin Zhang
,
Sunan He
,
Tao Dai
,
Bin Chen
,
Zhi Wang
,
Shu-Tao Xia
Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding.
CoRR
(2023)
Taolin Zhang
,
Chengyu Wang
,
Nan Hu
,
Minghui Qiu
,
Chengguang Tang
,
Xiaofeng He
,
Jun Huang
DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding.
AAAI
(2022)
Dongyang Li
,
Taolin Zhang
,
Nan Hu
,
Chengyu Wang
,
Xiaofeng He
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction.
ACL (Findings)
(2022)
Taolin Zhang
,
Chuan Chen
,
Yaomin Chang
,
Lin Shu
,
Zibin Zheng
FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphs.
CoRR
(2022)
Taolin Zhang
,
Junwei Dong
,
Jianing Wang
,
Chengyu Wang
,
Ang Wang
,
Yinghui Liu
,
Jun Huang
,
Yong Li
,
Xiaofeng He
Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training.
EMNLP (Industry Track)
(2022)
Taolin Zhang
,
Junwei Dong
,
Jianing Wang
,
Chengyu Wang
,
Ang Wang
,
Yinghui Liu
,
Jun Huang
,
Yong Li
,
Xiaofeng He
Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training.
CoRR
(2022)
Dongyang Li
,
Taolin Zhang
,
Nan Hu
,
Chengyu Wang
,
Xiaofeng He
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction.
CoRR
(2022)
Chengyu Wang
,
Minghui Qiu
,
Taolin Zhang
,
Tingting Liu
,
Lei Li
,
Jianing Wang
,
Ming Wang
,
Jun Huang
,
Wei Lin
EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing.
EMNLP (Demos)
(2022)
Chengyu Wang
,
Minghui Qiu
,
Taolin Zhang
,
Tingting Liu
,
Lei Li
,
Jianing Wang
,
Ming Wang
,
Jun Huang
,
Wei Lin
EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing.
CoRR
(2022)
Taolin Zhang
,
Zerui Cai
,
Chengyu Wang
,
Minghui Qiu
,
Bite Yang
,
Xiaofeng He
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining.
ACL/IJCNLP (1)
(2021)
Taolin Zhang
,
Chengyu Wang
,
Nan Hu
,
Minghui Qiu
,
Chengguang Tang
,
Xiaofeng He
,
Jun Huang
DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding.
CoRR
(2021)
Taolin Zhang
,
Zerui Cai
,
Chengyu Wang
,
Peng Li
,
Yang Li
,
Minghui Qiu
,
Chengguang Tang
,
Xiaofeng He
,
Jun Huang
HORNET: Enriching Pre-trained Language Representations with Heterogeneous Knowledge Sources.
CIKM
(2021)
Nan Hu
,
Taolin Zhang
,
Shuangji Yang
,
Wei Nong
,
Xiaofeng He
HAIN: Hierarchical Aggregation and Inference Network for Document-Level Relation Extraction.
NLPCC (1)
(2021)
Taolin Zhang
,
Chengyu Wang
,
Minghui Qiu
,
Bite Yang
,
Zerui Cai
,
Xiaofeng He
,
Jun Huang
Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources.
ACL/IJCNLP (Findings)
(2021)
Taolin Zhang
,
Zerui Cai
,
Chengyu Wang
,
Minghui Qiu
,
Bite Yang
,
Xiaofeng He
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining.
CoRR
(2021)
Shuangji Yang
,
Taolin Zhang
,
Danning Su
,
Nan Hu
,
Wei Nong
,
Xiaofeng He
SaGCN: Structure-Aware Graph Convolution Network for Document-Level Relation Extraction.
PAKDD (3)
(2021)
Wei Nong
,
Taolin Zhang
,
Shuangji Yang
,
Nan Hu
,
Xiaofeng He
HfGCN: Hierarchical fused GCN for Joint Entity and Relation Extraction.
ICBK
(2021)
Zerui Cai
,
Taolin Zhang
,
Chengyu Wang
,
Xiaofeng He
EMBERT: A Pre-trained Language Model for Chinese Medical Text Mining.
APWeb/WAIM (1)
(2021)
Taolin Zhang
,
Chengyu Wang
,
Minghui Qiu
,
Bite Yang
,
Xiaofeng He
,
Jun Huang
Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources.
CoRR
(2020)
Zhijian Fu
,
Xiaodong Zhou
,
Yanqiu Chen
,
Junhui Gong
,
Fei Peng
,
Zidan Yan
,
Taolin Zhang
,
Lizhong Yang
The influence of random slowdown process and lock-step effect on the fundamental diagram of the nonlinear pedestrian dynamics: An estimating-correction cellular automaton.
Commun. Nonlinear Sci. Numer. Simul.
20 (3) (2015)