US 2026/0228537 A1 · DATA PROCESSING METHOD AND APPARATUS

Abstract

A data processing method is provided, applied to the field of text generation. The method includes: obtaining a first prompt; obtaining a first output by using a first LLM based on the first prompt; constructing a second prompt based on the first output and the first prompt, where the second prompt indicates to improve the first output when the first prompt is determined as a prompt; and obtaining a second output by using the first LLM based on the second prompt, where the second output is an improved first output. In this disclosure, self-learning and evolution can be implemented based on an output self-correction process of the LLM without completely depending on human supervision, or a more accurate reply can be obtained for a highly complex task.

Claims18

Dependent claims

A data processing method, comprising:

obtaining a first prompt;
obtaining a first output by using a first large language model (LLM) based on the first prompt;
constructing a second prompt based on the first output and the first prompt, wherein the second prompt indicates to improve the first output when the first prompt is determined as a prompt;
and
obtaining a second output by using the first LLM based on the second prompt, wherein the second output is an improved first output.

2 more elements

A non-transitory computer storage medium storing instructions, which when executed by a processor, cause the processor to:

obtain a first prompt;
obtain a first output by using a first large language model (LLM) based on the first prompt;
construct a second prompt based on the first output and the first prompt, wherein the second prompt indicates to improve the first output when the first prompt is determined as a prompt;
and
obtain a second output by using the first LLM based on the second prompt, wherein the second output is an improved first output.

2 more elements

A system, comprising:

at least one processor;
and
at least one memory coupled to the at least one processor through a communication bus and configured to store instructions, which when executed by the at least one processor, cause the at least one processor to:
obtain a first prompt;
obtain a first output by using a first large language model (LLM) based on the first prompt;
construct a second prompt based on the first output and the first prompt, wherein the second prompt indicates to improve the first output when the first prompt is determined as a prompt;
and
obtain a second output by using the first LLM based on the second prompt, wherein the second output is an improved first output.

5 more elements

Dependencies are inferred from the claim text.

Data processing method and apparatus

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Data processing method and apparatus

Life of this patent

Abstract

Claims18