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Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models


Mar 29, 2021
Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He

* NAACL-HLT 2021, Long Paper 

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DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge


Jan 01, 2021
Tianqing Fang, Hongming Zhang, Weiqi Wang, Yangqiu Song, Bin He

* 13 pages without references. 6 Figures 

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PPKE: Knowledge Representation Learning by Path-based Pre-training


Dec 07, 2020
Bin He, Di Zhou, Jing Xie, Jinghui Xiao, Xin Jiang, Qun Liu


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KgPLM: Knowledge-guided Language Model Pre-training via Generative and Discriminative Learning


Dec 07, 2020
Bin He, Xin Jiang, Jinghui Xiao, Qun Liu

* 10 pages, 3 figures 

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KQA Pro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base


Jul 08, 2020
Jiaxin Shi, Shulin Cao, Liangming Pan, Yutong Xiang, Lei Hou, Juanzi Li, Hanwang Zhang, Bin He


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Integrating Graph Contextualized Knowledge into Pre-trained Language Models


Dec 03, 2019
Bin He, Di Zhou, Jinghui Xiao, Xin jiang, Qun Liu, Nicholas Jing Yuan, Tong Xu

* 8 pages, 4 figures 

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Convolutional Gated Recurrent Units for Medical Relation Classification


Jul 29, 2018
Bin He, Yi Guan, Rui Dai

* 11 pages, 4 figures 

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Classifying medical relations in clinical text via convolutional neural networks


May 17, 2018
Bin He, Yi Guan, Rui Dai

* Accepted by Artificial Intelligence In Medicine 

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De-identification of medical records using conditional random fields and long short-term memory networks


Sep 29, 2017
Zhipeng Jiang, Chao Zhao, Bin He, Yi Guan, Jingchi Jiang


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Developing a cardiovascular disease risk factor annotated corpus of Chinese electronic medical records


Mar 03, 2017
Jia Su, Bin He, Yi Guan, Jingchi Jiang, Jinfeng Yang

* 32 pages, 3 figures, 3 tables 

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Building a comprehensive syntactic and semantic corpus of Chinese clinical texts


Nov 08, 2016
Bin He, Bin Dong, Yi Guan, Jinfeng Yang, Zhipeng Jiang, Qiubin Yu, Jianyi Cheng, Chunyan Qu

* 27 pages, submitted to Journal of Biomedical Informatics 

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