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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

* ACL2021 

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Precise Visual-Inertial Localization for UAV with the Aid of A 2D Georeferenced Map

Jul 13, 2021
Jun Mao, Lilian Zhang, Xiaofeng He, Hao Qu, Xiaoping Hu

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TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning

May 17, 2021
Lu Wang, Xiaofu Chang, Shuang Li, Yunfei Chu, Hui Li, Wei Zhang, Xiaofeng He, Le Song, Jingren Zhou, Hongxia Yang

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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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Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining

Mar 29, 2020
Chengyu Wang, Minghui Qiu, Jun Huang, Xiaofeng He

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KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification

Feb 25, 2020
Chengyu Wang, Minghui Qiu, Jun Huang, Xiaofeng He

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Hyper-Meta Reinforcement Learning with Sparse Reward

Feb 11, 2020
Yun Hua, Xiangfeng Wang, Bo Jin, Wenhao Li, Junchi Yan, Xiaofeng He, Hongyuan Zha

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Learning Robust Representations with Graph Denoising Policy Network

Oct 04, 2019
Lu Wang, Wenchao Yu, Wei Wang, Wei Cheng, Wei Zhang, Hongyuan Zha, Xiaofeng He, Haifeng Chen

* 10 pages 

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Supervised Reinforcement Learning with Recurrent Neural Network for Dynamic Treatment Recommendation

Sep 17, 2018
Lu Wang, Wei Zhang, Xiaofeng He, Hongyuan Zha

* 10 pages, 11 figures. To appear in 2018 ACM SIGKDD Conference on Knowledge Discovery and Data Mining conference. Some typos are revise 

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