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entity_linking
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entity_linking
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# entity-linking --- 实体链接(命名实体消歧) --- 目标: 针对document或者query中的名实体(name mention)确定其具体的含义 # candidate entity generation(候选实体生成) 1.getcanbywiki:使用维基百科API返回与输入字符串相似度高的entity 2.getcanbyRule: 采用基于搜索规则的方法生成候选实体集 3.getcanbyPrior:采用基于先验概率的方法生成候选实体集 # graph construction(实体图构建) 1.每两个候选实体之间构建关联对 2.使用DFS在DBpedia中探索关联对之间的路径 3.所有路径与实体构成graph # candidate entity ranking(候选实体排名) 1.利用PageRank计算图节点(代表实体)的值 2.选择得分最高的作为该name mention对应的知识库中的链接实体