Method and device for semantic completion in multiple rounds of conversations , equipment and storage medium

Abstract

The invention relates to the field of artificial intelligence, the invention discloses a method and device for semantic completion in multiple rounds of conversations, equipment and a storage medium.Grammar detection is carried out on the multiple rounds of conversations through a preset corpus sentence segmentation function and a preset analysis function, statements with incomplete semantics arecompleted, the accuracy of semantic analysis results is improved, and the accuracy of searching corresponding response information according to the semantic analysis results is improved. The method comprises the steps that grammar detection is conducted on a first statement and a second statement through a preset corpus sentence segmentation function and a preset analysis function, and a first statement detection result and a second statement detection result are obtained; when the second statement detection result comprises a single entity and the second statement is a questionnaire, supplementing the semantic missing part of the second statement according to the first statement detection result to obtain a first supplemented statement; and if the first complement statement comprises words with unknown indications, replacing the words with unknown indications in the first complement statement according to a first statement detection result to obtain a second complement statement.

Description

technical field [0001] The invention relates to the field of artificial intelligence, in particular to a method, device, device and storage medium for semantic completion in multi-round dialogues. Background technique [0002] Human-computer interaction (HCI) is a study of the interactive relationship between the system and the user. A system can be a variety of machines, or it can be computerized systems and software. Usually, the user communicates with the system through the visible human-computer interaction interface, and performs operations to realize the information exchange between the user and the system to complete certain tasks. Human-computer interaction is an important part of the field of artificial intelligence, especially in terms of customer service or consulting acquisition, through human-computer interaction to enable users to obtain the required information. [0003] In terms of customer service, the intelligent dialogue robot is currently used to commun...

AI Technical Summary

Problems solved by technology

[0004] However, due to the fact that the intelligent dialogue robot obtains the user's request with unclear semantics, such as the absence of a subject or object in the user's input request, the intelligent dialogue robot cannot accurately identify the user's intention, and cannot accurately feedback the user's intention. Response information, resulting in low accuracy of intelligent dialogue robot feedback

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