METHOD AND SYSTEM FOR GENERATING TEXT Russian patent published in 2024 - IPC G06F40/20 G06N3/02 

FIELD: computer engineering.

SUBSTANCE: group of inventions can be used to generate text. Method comprises steps of: obtaining input data containing a source text in a natural language and a target style of the generated text; source text is encoded; performing tokens vectorization; vector representations of source text tokens are processed using a machine learning model based on a neural network, trained on texts stylized in accordance with a given target style, during which an array of vectorized stylized texts is formed; performing decoding of each vectorized stylized text from array, wherein during decoding performing at least conversion of vectorized stylized text into tokens and detokenization; filtering the array of stylized texts; performing ranking of filtered stylized texts; styled text is generated.

EFFECT: high semantic accuracy of generating a stylized text from a source text.

9 cl, 3 dwg, 1 tbl