METHOD OF EXTRACTING NAMED ENTITY

摘要

Presented is a method of extracting named entities from a large-scale document corpus. The method includes identifying named entities in the corpus and forming a set of seed entities manually or automatically using some existing resources, constructing a named entity graph to discover same-type probability between any given pair of named entities, expanding the set of seed entities and performing a confidence propagation of the seed entities on the named entity graph.