INTENTION RECOGNITION METHOD, APPARATUS, AND DEVICE, AND COMPUTER READABLE STORAGE MEDIUM

摘要

An intention recognition method, apparatus, and device, and a computer readable storage medium, relating to the technical field of artificial intelligence. The method comprises: performing word vector feature extraction on an unlabeled text by means of a first language model to obtain an unlabeled feature, and according to the unlabeled feature, annotating the unlabeled text to obtain an annotated training text (S10); constructing an attention neural network model on the basis of a second language model and the annotated training text (S20); obtaining a text to be recognized, and by means of the attention neural network model, performing feature extraction on the text to be recognized, so as to obtain a candidate feature set (S30); and calculating, according to the candidate feature set, the similarity of the text to be recognized, and according to the similarity, determining whether the text to be recognized corresponds to the same expression intention, so as to obtain an intention recognition result (S40). Feature extraction is performed in a neural network mode, and thus, the present invention can more comprehensively consider text features, and improve the accuracy of intention recognition.