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An instruction analysis method based on paraphrase generation technology, electronic equipment and storage medium

An analysis method and instruction technology, applied in the direction of text database query, unstructured text data retrieval, semantic tool creation, etc., can solve the problems of low wind power of electric fans, increase the difficulty of recognition, not cool enough, etc., and achieve high matching efficiency Effect

Active Publication Date: 2021-07-27
广州索答信息科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

There are even descriptive and perceptual implicit instructions such as "the wind power of the electric fan is reduced", "I don't feel cool enough", etc., which greatly increases the difficulty of recognition

Method used

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  • An instruction analysis method based on paraphrase generation technology, electronic equipment and storage medium
  • An instruction analysis method based on paraphrase generation technology, electronic equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0025] An instruction analysis method based on paraphrase generation technology, which is applied to smart terminals, such as the speech recognition system of smart phones or the speech recognition platform of smart homes, and converts artificial language into instructions recognizable by smart terminals through this method, so as to reach users. requirements, the method includes the following steps:

[0026] An instruction input step, the instruction input step includes inputting a query instruction;

[0027] Instruction query step, the instruction query step includes setting up a seed instruction knowledge base, the seed instruction knowledge base includes a plain text seed instruction knowledge base and a regular seed instruction knowledge base, the plain text seed instruction knowledge base and the regular seed instruction The knowledge base is used to match the query instruction with the seed instruction;

[0028] An instruction interpretation step, the instruction inter...

Embodiment 2

[0046] An electronic device includes a memory, a processor, and a computer program stored in the memory and operable on the processor, and the above-mentioned method is realized when the processor executes the program.

Embodiment 3

[0048] A computer-readable storage medium, on which a computer program is stored, and the above-mentioned method is realized when the program is executed by a processor.

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Abstract

The invention discloses a command analysis method based on paraphrase generation technology, comprising the following steps: a command input step, including inputting a query command; a command query step, including establishing a seed command knowledge base, and the seed command knowledge base includes a plain text seed command knowledge base and the regular seed instruction knowledge base; the instruction interpretation step includes establishing an extended instruction corpus; the instruction analysis step includes performing plain text matching on the query instruction, and if the query instruction matches the seed instruction, the corresponding instruction explanation is returned; otherwise, regularization is performed. Match, if the query command matches the seed command, the corresponding command explanation will be returned; otherwise, no result will be displayed. The method of the invention can combine the characteristics of the instructions, quickly build a retelling instruction analysis system to identify and match, understand the semantics of the instructions correctly, and have high matching efficiency.

Description

technical field [0001] The invention relates to the field of natural language generation, in particular to an instruction analysis method based on paraphrase generation technology, electronic equipment and a storage medium. Background technique [0002] Paraphrase technology is an important technology in the field of natural language processing. With the help of paraphrase technology, the effect of many basic tasks of natural language processing can be effectively improved. For example, in a question answering system, different users have different expressions, but the expected results and responses are the same. In fact, there are a large number of instruction analysis systems in life, such as voice assistants for smartphones and voice control platforms for smart homes, but it is very difficult for machines to accurately identify that sentences with different expressions belong to the same semantics and their deep intentions. Especially for short message texts like instru...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/36G06F16/33
CPCG06F16/3334G06F16/3344G06F16/367
Inventor 石忠民徐叶强林嘉亮雷力
Owner 广州索答信息科技有限公司