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CREATING A KNOWLEDGE GRAPH BASED ON TEXT-BASED KNOWLEDGE CORPORA
CREATING A KNOWLEDGE GRAPH BASED ON TEXT-BASED KNOWLEDGE CORPORA
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机译:基于基于文本的知识语料创建知识图形
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摘要
In some embodiments, a knowledge graph generation system extracts noun-phrases from sentences of a knowledge corpora and determines the relations between the noun-phrases based on a relation classifier that is configured to predict a relation between a pair of entities without restricting the entities to a set of named entities. The knowledge graph generation system further generates a sub-graph for each of the sentences based on the noun-phrases and the determined relations. Nodes or entities of the sub-graph represent the non-phrases in the sentence and edges represent the relations between the noun-phrases connected by the respective edges. The knowledge graph generation system merges the sub-graphs to generate the knowledge graph for the knowledge corpora.
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