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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 15 of 15 1 GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records ... Yang, Xi; PourNejatian, Nima; Shin, Hoo Chang; Smith, Kaleb E; Parisien, Christopher; Compas, Colin; Martin, Cheryl; Flores, Mona G; Zhang, Ying; Magoc, Tanja; Harle, Christopher A; Lipori, Gloria; Mitchell, Duane A; Hogan, William R; Shenkman, Elizabeth A; Bian, Jiang; Wu, Yonghui. - : arXiv, 2022 Abstract: Objective: To develop a large pretrained clinical language model from scratch using transformer architecture; systematically examine how transformer models of different sizes could help 5 clinical natural language processing (NLP) tasks at different linguistic levels. Methods: We created a large corpus with >90 billion words from clinical narratives (>82 billion words), scientific literature (6 billion words), and general English text (2.5 billion words). We developed GatorTron models from scratch using the BERT architecture of different sizes including 345 million, 3.9 billion, and 8.9 billion parameters, compared GatorTron with three existing transformer models in the clinical and biomedical domain on 5 different clinical NLP tasks including clinical concept extraction, relation extraction, semantic textual similarity, natural language inference, and medical question answering, to examine how large transformer models could help clinical NLP at different linguistic levels. Results and Conclusion: ... : 24 pages, 2 figures, 3 tables ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://dx.doi.org/10.48550/arxiv.2203.03540 https://arxiv.org/abs/2203.03540 BASE Hide details 2 Tracing Text Provenance via Context-Aware Lexical Substitution ... Yang, Xi; Zhang, Jie; Chen, Kejiang. - : arXiv, 2021 BASE Show details 3 Assessing mental health signals among sexual and gender minorities using Twitter data ... Yunpeng Zhao; Guo, Yi; He, Xing. - : Figshare, 2019 BASE Show details 4 Assessing mental health signals among sexual and gender minorities using Twitter data ... Yunpeng Zhao; Guo, Yi; He, Xing. - : Figshare, 2019 BASE Show details 5 A Study of Deep Learning Methods for De-identification of Clinical Notes at Cross Institute Settings Yang, Xi; Lyu, Tianchen; Lee, Chih-Yin. - 2019 BASE Show details 6 A study of deep learning methods for de-identification of clinical notes in cross-institute settings Yang, Xi; Lyu, Tianchen; Li, Qian. - : BioMed Central, 2019 BASE Show details 7 MADEx: A System for Detecting Medications, Adverse Drug Events, and their Relations from Clinical Notes Yang, Xi; Bian, Jiang; Gong, Yan. - 2019 BASE Show details 8 Rome Foundation-Asian working team report: Asian functional gastrointestinal disorder symptom clusters Siah, Kewin Tien Ho; Gong, Xiaorong; Yang, Xi Jessie. - : BMJ Publishing Group Ltd, 2018 BASE Show details 9 Assessing Mental Health Signals among Sexual and Gender Minorities using Twitter Data Zhao, Yunpeng; Guo, Yi; He, Xing. - 2018 BASE Show details 10 An Analytical Study of Not-negation and No-negation Translated in the Chinese Version of the Fantasy Fiction The Hobbit Yang, Xi. - : The University of Queensland, School of Languages and Cultures, 2018 BASE Show details 11 Potential screening and early diagnosis method for cancer: Tongue diagnosis HAN, SHUWEN; YANG, XI; QI, QUAN. - : D.A. Spandidos, 2016 BASE Show details 12 Mirror neuron system based therapy for aphasia rehabilitation Chen, Wenli; Ye, Qian; Ji, Xiangtong. - : Frontiers Media S.A., 2015 BASE Show details 13 A shape-initialized and intensity-adaptive level set method for auroral oval segmentation Yang, Xi; Gao, Xinbo; Li, Jie... In: Information sciences. - New York, NY : Elsevier Science Inc. 277 (2014), 794-807 OLC Linguistik Show details 14 Discriminatively trained GMMs for language classification using boosting methods Yang, Xi; Siu, Man-Hung; Gish, Herbert In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 17 (2009) 1, 187-197 BLLDB OLC Linguistik Show details 15 Research On The Implications Of Business English Teaching On Bilingual Courses In Business Communication. Yang Xi BASE Show details

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