DEEP LEARNING TYPE CLASSIFICATION METHOD WITH FEATURE-BASED WEIGHTING

摘要

A method for classifying a type of entity according to an exemplary embodiment includes: calculating a weight based on a qualification of a word from a context word; Converting the context word into a weight value by calculating a weight of the context word based on the qualities of the word; Combining the weight value of the context word with a vector of each word to calculate a weight reflection vector; And classifying the weight reflection vector calculated from the context word into an entity type based on the learned neural network.;