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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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