Patent ID: 11954912
Assignee: PING AN TECHNOLOGY (SHENZHEN) CO., LTD
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 18:
19. The non-transitory storage medium of claim 18, wherein a method for obtaining the candidate paragraph segmentation positions by analyzing the text information through the global semantic segmentation model comprises:
dividing the text information into a first text block sequence and a second text block sequence;
encoding a context of each sentence segmentation position of the first text block sequence and the second text block sequence through an embedding layer of the global semantic segmentation model;
obtaining a first feature by performing feature extraction on the encoded first text block sequence through the pre-trained language model, and obtaining a second feature by performing feature extraction on the encoded second text block sequence through the pre-trained language model;
classifying each sentence segmentation position according to the extracted first feature and the second feature by the classifier, and calculating a second probability of each sentence segmentation position; and
in response that the second probability is greater than or equal to a second preset probability, determining that the sentence segmentation position is a candidate paragraph segmentation position.