BADREX:使用动态正则表达式对生物医学缩写进行原位扩展和相互引用
BADREX: In situ expansion and coreference of biomedical abbreviations using dynamic regular expressions
摘要:
BADREX使用动态生成的正则表达式来注释术语定义-术语缩写对,并将未成对的首字母缩略词和缩写词共同引用回它们在文本中的初始定义。对Mediterranean语料库BADREX达到98%和97%的准确率和召回率,并对一个更大的语料库,90%和85%,分别。与以前的方法相比,BADREX提高了性能,不需要训练数据,并允许运行时自定义其输入参数。BADREX可以从https://github.com/philgooch/BADREX-Biomedical-Abbreviation-Expander免费获得,作为通用文本工程架构(GATE)框架的插件,并根据GPL v3进行许可。
英文摘要:
BADREX uses dynamically generated regular expressions to annotate term definition-term abbreviation pairs, and corefers unpaired acronyms and abbreviations back to their initial definition in the text. Against the Medstract corpus BADREX achieves precision and recall of 98% and 97%, and against a much larger corpus, 90% and 85%, respectively. BADREX yields improved performance over previous approaches, requires no training data and allows runtime customisation of its input parameters. BADREX is freely available from https://github.com/philgooch/BADREX-Biomedical-Abbreviation-Expander as a plugin for the General Architecture for Text Engineering (GATE) framework and is licensed under the GPLv3.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。