Abbreviation project name recognition method based on integration of structured entity information and electronic device

The invention discloses an abbreviation project name recognition method based on integration of structured entity information and an electronic device, and the method comprises the steps of obtaining a knowledge base anchor text, a common project name dictionary and abbreviation project names, and combining an entity boundary recognition module, a named entity extraction module and an abbreviation project name recognition module for training a pre-training encoder to obtain an abbreviation project name recognition model; and inputting a test text into the abbreviation item name identification model, and identifying the abbreviation item name in the test text. According to the invention, the recognition rate and recall rate of abbreviation item names in the text are improved. 本发明公开了一种基于融入结构化实体信息的缩写项目名称识别方法及电子装置，包括：获取知识库锚文本、常用项目名词典及缩写项目名称，结合实体边界识别模块、命名实体抽取模块及缩写项目名称识别模块，对一预训练编码器进行训练，得到缩写项目名称识别模型；将测试文本输入所述缩写项目名称识别模型，识别所述测试文本中的缩写项目名称。本发明提高了文本中缩写项目名称的识别率与召回率。