Semantic integrity determination method and device, electronic equipment and storage medium

A technology for determining the method and integrity, applied in the field of text recognition, which can solve the problems of wrong dialogue text, semantically incomplete dialogue text, inability to accurately detect dialogue text, etc.

Pending Publication Date: 2020-10-27
BEIJING XIAOMI PINECONE ELECTRONICS CO LTD
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Problems solved by technology

However, the man-machine dialogue system may not be able to accurately detect whether the input of the dialogue text is finished. The user's input process makes the man-machine dialogue system obtain dia

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  • Semantic integrity determination method and device, electronic equipment and storage medium
  • Semantic integrity determination method and device, electronic equipment and storage medium
  • Semantic integrity determination method and device, electronic equipment and storage medium

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Embodiment Construction

[0086] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present disclosure as recited in the appended claims.

[0087] Before introducing the semantic integrity determination method, device, electronic device and storage medium provided by the present disclosure, the application scenarios involved in the various embodiments of the present disclosure are introduced first. The application scenario may be a man-machine dialogue scenario. In this scenario, the user can conduct man-machine dialogue ...

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Abstract

The invention relates to a semantic integrity determination method and device, electronic equipment and a storage medium. The method comprises the following steps: predicting the first to-be-processedtext through the text prediction model, determining a target probability table corresponding to the target element position, wherein the target probability table is used for representing the prediction probability that each text element in a plurality of text elements contained in a preset element set appears at the position of the target element; and determining a prediction probability corresponding to each target text element in the element set according to the target probability table so as to determine whether semantics of the first to-be-processed text are complete or not according to the prediction probability corresponding to each target text element, the target text elements being used for representing semantic integrity of the first to-be-processed text. According to the methodand the device, whether the semantics of the first to-be-processed text is complete or not can be accurately determined, and the situation that the man-machine conversation system acquires the text with incomplete semantics due to the fact that input of the text is judged by mistake is avoided, so that the accuracy and efficiency of man-machine conversation are improved.

Description

technical field [0001] The present disclosure relates to the technical field of text recognition, and in particular to a method, device, electronic device and storage medium for determining semantic integrity. Background technique [0002] In recent years, with the rise of artificial intelligence technology, the human-computer dialogue system, which is one of the important research fields of artificial intelligence technology, has also received widespread attention. During the process of man-machine dialogue, the man-machine dialogue system needs to continuously obtain the dialogue text input by the user, and after detecting the end of the dialogue text input, make a corresponding response in time based on the dialogue text entered by the user. However, the man-machine dialogue system may not be able to accurately detect whether the input of the dialogue text is finished. The user's input process makes the man-machine dialogue system obtain dialogue text with incomplete sem...

Claims

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Application Information

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IPC IPC(8): G06F16/332G06F40/30
CPCG06F16/3329G06F40/30
Inventor 鲁骁邓雄文柯震纪鸿旭过群孟二利王斌
Owner BEIJING XIAOMI PINECONE ELECTRONICS CO LTD
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