METHOD AND SYSTEM FOR DIGITAL ASSISTANT TEXT GENERATION Russian patent published in 2023 - IPC G06F40/00 

FIELD: computer technology.

SUBSTANCE: invention relates to a method and system for generating text for a digital assistant in interactive systems. The technical result from the implementation of the claimed solution is to increase the semantic accuracy of generating stylized text from the source text. The specified technical result is achieved due to the implementation of a method for automatically generating text for a digital assistant in interactive systems, containing the following steps: receiving input data containing the source text in natural language and the target style of the digital assistant's replicas; carrying out encoding of the source text; performing token vectorization; processing vector representations of source text tokens using a machine learning model based on a neural network trained on stylized, in accordance with a given target style, text replicas of a digital assistant, during which an array of vectorised stylized texts is formed; performing decoding of each vectorised stylized text from the array, and in the course of decoding, at least converting the vectorised stylized text into tokens and detokenization are performed; performing filtering of the array of stylized texts; ranking the filtered stylized texts and selecting the best stylized text, the selection of the best text being based on the pairwise distance between the original text and each of the possible stylized texts; sending stylized text to the dialog system.

EFFECT: increase the semantic accuracy of generating stylized text from the source text.

8 cl, 3 dwg