Representing Words as Lymphocytes. - Jinfeng Yang; Yi Guan; Xishuang Dong; Bin He 005 (AAAI, 2014)

CRFs based de-identification of medical records. - Bin He 005; Yi Guan; Jianyi Cheng; Keting Cen; Wenlan Hua (J. Biomed. Informatics, 2015)

Developing a cardiovascular disease risk-factors annotated corpus of Chinese electronic medical records. - Jia Su; Bin He 005; Yi Guan; Jingchi Jiang; Jinfeng Yang (CoRR, 2016)

De-identification of medical records using conditional random fields and long short-term memory networks. - Zhipeng Jiang; Chao Zhao 002; Bin He 005; Yi Guan; Jingchi Jiang (CoRR, 2017)

Building a comprehensive syntactic and semantic corpus of Chinese clinical texts. - Bin He 005; Bin Dong 003; Yi Guan; Jinfeng Yang; Zhipeng Jiang; Qiubin Yu; Jianyi Cheng; Chunyan Qu (J. Biomed. Informatics, 2017)

Developing a cardiovascular disease risk factor annotated corpus of Chinese electronic medical records. - Jia Su; Bin He 005; Yi Guan; Jingchi Jiang; Jinfeng Yang (BMC Medical Informatics Decis. Mak., 2017)

Convolutional Gated Recurrent Units for Medical Relation Classification. - Bin He 005; Yi Guan; Rui Dai (BIBM, 2018)

EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning. - Chao Zhao 002; Jingchi Jiang; Yi Guan; Xitong Guo; Bin He 005 (Artif. Intell. Medicine, 2018)

Classifying medical relations in clinical text via convolutional neural networks. - Bin He 005; Yi Guan; Rui Dai (Artif. Intell. Medicine, 2019)

Extraction of risk factors for cardiovascular diseases from Chinese electronic medical records. - Jia Su; Jinpeng Hu; Jingchi Jiang; Jing Xie 012; Yang Yang; Bin He 005; Jinfeng Yang; Yi Guan (Comput. Methods Programs Biomed., 2019)

Integrating Graph Contextualized Knowledge into Pre-trained Language Models. - Bin He 005; Di Zhou; Jinghui Xiao; Xin Jiang 002; Qun Liu 001; Nicholas Jing Yuan; Tong Xu 001 (EMNLP (Findings), 2020)

KgPLM: Knowledge-guided Language Model Pre-training via Generative and Discriminative Learning. - Bin He 005; Xin Jiang 002; Jinghui Xiao; Qun Liu 001 (CoRR, 2020)

PPKE: Knowledge Representation Learning by Path-based Pre-training. - Bin He 005; Di Zhou; Jing Xie 012; Jinghui Xiao; Xin Jiang 002; Qun Liu 001 (CoRR, 2020)

UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues. - Xinyan Zhao; Bin He 005; Yasheng Wang; Yitong Li; Fei Mi; Yajiao Liu; Xin Jiang 002; Qun Liu 001; Huanhuan Chen (DialDoc@ACL, 2022)