SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with
Structured Semantics for Medical Text Mining

SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining

20 August 2021

Chengyu Wang

Papers citing "SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining"

14 / 14 papers shown

Title
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 93 154 0 28 Jan 2025
Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese Hao Wang Sendong Zhao Zewen Qiang Zijian Li Nuwa Xi ... Haoqiang Guo Yuhan Chen Haoming Xu Bing Qin Ting Liu LM&MA AI4MH 26 17 0 08 Sep 2023
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model Hao Fei Shengqiong Wu Jingye Li Bobo Li Fei Li Libo Qin Meishan Zhang M. Zhang Tat-Seng Chua 26 76 0 13 Apr 2023
Matching-based Term Semantics Pre-training for Spoken Patient Query Understanding Zefa Hu Xiuyi Chen Hao Wu Minglun Han Ziyi Ni Jing Shi Shuang Xu Bo Xu 52 4 0 02 Mar 2023
Exploring the Value of Pre-trained Language Models for Clinical Named Entity Recognition Yuping Wu Lifeng Han Valerio Antonini Goran Nenadic 25 4 0 23 Oct 2022
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis Yuxin Xiao Paul Pu Liang Umang Bhatt W. Neiswanger Ruslan Salakhutdinov Louis-Philippe Morency 175 86 0 10 Oct 2022
The Effectiveness of Masked Language Modeling and Adapters for Factual Knowledge Injection Sondre Wold KELM 31 4 0 03 Oct 2022
Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words Hao Wang Chi-Liang Liu Nuwa Xi Sendong Zhao Meizhi Ju Shiwei Zhang Ziheng Zhang Yefeng Zheng Bing Qin Ting Liu VLM AAML LM&MA 41 6 0 14 Sep 2022
Building Chinese Biomedical Language Models via Multi-Level Text Discrimination Quan Wang Songtai Dai Benfeng Xu Yajuan Lyu Yong Zhu Hua-Hong Wu Haifeng Wang 65 14 0 14 Oct 2021
MFE-NER: Multi-feature Fusion Embedding for Chinese Named Entity Recognition Jiatong Li Kui Meng 21 13 0 16 Sep 2021
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,452 0 18 Mar 2020
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 231 778 0 17 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 231 656 0 09 Sep 2019
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 245 31,267 0 16 Jan 2013