Operation execution method and device, electronic equipment and storage medium
An operation execution and type technology, applied in the field of semantic recognition, can solve problems such as inability to perform operations, failure of semantic understanding, inaccurate pronunciation or dialect pronunciation, etc., to achieve the effect of improving fault tolerance.
Pending Publication Date: 2021-12-31
VIVO MOBILE COMM CO LTD
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[0004] The purpose of the embodiments of the present application is to provide an operation execution method, device, electronic device and storage medium, which can solve the problem in the prior art that semantic understanding fails due to inaccurate radio or dialect pronunciation, and corresponding operations cannot be performed
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[0032] The following will clearly describe the technical solutions in the embodiments of the present application with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, but not all of them. All other embodiments obtained by persons of ordinary skill in the art based on the embodiments in this application belong to the protection scope of this application.
[0033] The terms "first", "second" and the like in the specification and claims of the present application are used to distinguish similar objects, and are not used to describe a specific sequence or sequence. It should be understood that the terms so used are interchangeable under appropriate circumstances such that the embodiments of the application can be practiced in sequences other than those illustrated or described herein, and that references to "first," "second," etc. distinguish Objects are generally o...
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The invention discloses an operation execution method and device, electronic equipment and a storage medium, and belongs to the technical field of semantic recognition. The operation execution method comprises the steps of receiving first input of a user; in response to the first input, obtaining a word vector, a position vector and a tone vector corresponding to each character in the first text, and adding the word vectors, the position vectors and the tone vectors to form an initial vector of the first text; wherein the first text is a text corresponding to the first input; based on a scene classification module, performing depth coding and dimension conversion on the initial vector to obtain a first scene type; based on an intention recognition module and a slot position extraction module corresponding to the first scene type, performing depth coding and dimension conversion on the initial vector to obtain first intention information and first slot position information; and executing an operation corresponding to the first input according to the first intention information and the first slot position information.
Description
technical field [0001] The present application belongs to the technical field of semantic recognition, and specifically relates to an operation execution method, device, electronic equipment and storage medium. Background technique [0002] With the development of science and technology, electronic devices are becoming more and more intelligent. In the process of using smart electronic devices, users can often input some short text instructions to the electronic devices, and the electronic devices can make corresponding decisions after semantically understanding the text. and give a response. For example, the voice assistant of a mobile phone can complete intelligent interaction by receiving the user's voice commands. How to accurately understand the short text instructions input by users has become an urgent problem to be solved. [0003] At present, the existing semantic understanding models can only recognize and semantically understand texts with accurate radio and pro...
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IPC IPC(8): G06F16/332G06F16/33G06F40/30
CPCG06F16/3329G06F16/3343G06F16/3344G06F16/3347G06F16/35G06F40/30
Inventor 贺立言
Owner VIVO MOBILE COMM CO LTD