TEXT PROCESSING METHOD AND DEVICE BASED ON AMBIGUOUS ENTITY WORDS

摘要

The present disclosure provides a text processing method and device based on ambiguous entity words. The method includes: obtaining (101) a context of a text to be disambiguated and at least two candidate entities represented by the text to be disambiguated; generating (102) a semantic vector of the context based on a trained word vector model; generating (103) a first entity vector of each of the at least two candidate entities based on a trained unsupervised neural network model; determining (104) a similarity between the context and each candidate entity; and determining (105) a target entity represented by the text to be disambiguated in the context. By the present disclosure, entity information of the text to be disambiguated is completely depicted, and accuracy disambiguation for the text to be disambiguated is improved.