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Systems, methods, software and interfaces for entity extraction and resolution and tagging

机译:用于实体提取,解析和标记的系统,方法,软件和界面

摘要

For automated text processing, the inventors devised, among other things, an exemplary system that includes an entity tagger, an entity resolver, a text segment classifier, and a relationship extractor. The entity tagger receives an input text segment, and tags named entities with the segment as being a person, company, or place. The entity resolver accesses authority files, and associates the persons and companies named in the text segment with specific entries in the files. The text segment classifier determines whether the text segment includes a relationship event, such as job-change event or merger and acquisition event, and if an event is detected, the relationship extractor determines the event role of entities named in the segment. For example, the extractor determines for a merger and acquisition event, which named company was the acquirer and which was acquired.
机译:为了自动文本处理,发明人设计了示例系统,该系统包括实体标记器,实体解析器,文本段分类器和关系提取器。实体标记器接收输入文本段,并用该段标记为个人,公司或地点的名称为实体的标记。实体解析器访问授权文件,并将文本段中命名的人员和公司与文件中的特定条目相关联。文本段分类器确定文本段是否包括关系事件,例如工作变更事件或合并和收购事件,并且如果检测到事件,则关系提取器确定在该段中命名的实体的事件角色。例如,提取器确定合并和收购事件,哪个命名公司是收购方,哪个被收购。

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