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METHOD AND SYSTEM FOR RECOGNIZING BIOLOGICAL NAMED ENTITY BASED ON WORKBENCH

机译:基于工作台的生物命名实体识别方法和系统

摘要

A method and a system for recognizing a biological entity name based on a workbench are provided to reduce expense for constructing a biological document learning corpus and enhance entity name recognition for automatically extracting the biological entity name from a biological document on the basis of the workbench. An entity name recognizer(12) recognizes the biological entity name from the biological document by using a biological entity name recognition model(16). An entity name corrector(14) receives and corrects corrected data if a biological entity name recognition result needs correction. A machine learning part(15) constructs the new biological entity name recognition module by performing machine learning for a corrected result. The biological entity name recognition module is a statistics-based biological entity name recognition model constructed by the machine learning based on the biological document learning corpus. A document receiver(11) receives the biological document and an entity name recognition result output part(13) provides the recognition result to a user. A correction database(18) receives and stores the corrected data if the biological entity name recognition result needs the correction.
机译:提供一种用于基于工作台来识别生物实体名称的方法和系统,以减少用于构建生物文档学习语料库的费用,并增强实体名称识别,以基于该工作台从生物文档中自动提取生物实体名称。实体名称识别器(12)通过使用生物实体名称识别模型(16)从生物文档中识别生物实体名称。如果生物实体名称识别结果需要校正,则实体名称校正器(14)接收并校正校正后的数据。机器学习部分(15)通过对校正结果执行机器学习来构造新的生物实体名称识别模块。生物实体名称识别模块是基于生物文档学习语料库的机器学习构建的基于统计的生物实体名称识别模型。文件接收器(11)接收生物文件,并且实体名称识别结果输出部分(13)将识别结果提供给用户。如果生物实体名称识别结果需要校正,则校正数据库(18)接收并存储校正后的数据。

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