Computing technologies for using language models to convert texts based on personas

A method, comprising:

• storing, via a computing instance, a persona, a descriptive attribute for the persona, and a stylistic preference for the persona;
• receiving, via the computing instance, a request from a computing terminal, wherein the request requests a conversion of a first text recited in a first language for a first region identifier to a second text recited in a second language for a second region identifier;
• generating, via the computing instance, a prompt based on the persona, the descriptive attribute, and the stylistic preference to perform the conversion of the first text recited in the first language for the first region identifier to the second text recited in the second language for the second region identifier;
• inputting, via the computing instance, the prompt into a language model (LM) such that the LM generates an output containing the second text recited in the second language for the second region identifier;
• attempting, via the computing instance, to validate the output;
• and
• taking, via the computing instance, a first action responsive to the request based on the output being validated or a second action responsive to the request based on the output not being validated.

A storage medium storing a set of instructions executable by a computing instance to perform a method, wherein the method comprising:

• storing, via a computing instance, a persona, a descriptive attribute for the persona, and a stylistic preference for the persona;
• receiving, via the computing instance, a request from a computing terminal, wherein the request requests a conversion of a first text recited in a first language for a first region identifier to a second text recited in a second language for a second region identifier;
• generating, via the computing instance, a prompt based on the persona, the descriptive attribute, and the stylistic preference to perform the conversion of the first text recited in the first language for the first region identifier to the second text recited in the second language for the second region identifier;
• inputting, via the computing instance, the prompt into a language model (LM) such that the LM generates an output containing the second text recited in the second language for the second region identifier;
• attempting, via the computing instance, to validate the output;
• and
• taking, via the computing instance, a first action responsive to the request based on the output being validated or a second action responsive to the request based on the output not being validated.

A system, comprising:

• a computing instance programmed to:
• store a persona, a descriptive attribute for the persona, and a stylistic preference for the persona;
• receive a request from a data source, wherein the request requests a conversion of a first text recited in a first language for a first region identifier to a second text recited in a second language for a second region identifier;
• generate a prompt based on the persona, the descriptive attribute, and the stylistic preference to perform the conversion of the first text recited in the first language for the first region identifier to the second text recited in the second language for the second region identifier;
• input the prompt into a language model (LM) such that the LM generates an output containing the second text recited in the second language for the second region identifier;
• attempt to validate the output;
• and
• take a first action responsive to the request based on the output being validated or a second action responsive to the request based on the output not being validated.