Semantic disambiguation method, device and equipment for sign language calculation and storage device
A semantic and sign language technology, applied in the field of sign language computing, can solve the problems of low accuracy of semantic recognition, failure to consider the number of sign language vocabulary, sign language expression habits, etc.
Pending Publication Date: 2020-07-14
长沙千博信息技术有限公司
View PDF0 Cites 12 Cited by
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
[0005] In general, the establishment of an entity correlation graph model and the use of random walk algorithms for disambiguation, or the use of complex classification models for disambiguation, fail to take into account the small number of sign language vocabulary and the characteristics of sign language expression habits. The accuracy of semantic recognition is not high
Method used
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View moreImage
Smart Image Click on the blue labels to locate them in the text.
Smart ImageViewing Examples
Examples
Experimental program
Comparison scheme
Effect test
Embodiment Construction
[0060] 1. For the purposes, technical solutions and advantages of the present invention to be clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
[0061] 2. see figure 1 , figure 1 A schematic structural diagram of a semantic disambiguation system for sign language computing provided by an embodiment of the present invention, including the following steps:
[0062] Interface layer 101, that is, all disambiguation-related interfaces provided externally, mainly includes sign language calculation inte...
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More PUM
Login to View More Abstract
The invention provides a semantic disambiguation method, a semantic disambiguation device, semantic disambiguation equipment and a semantic disambiguation storage device for sign language calculation,which relate to the field of sign language calculation and are used for accurately calculating ambiguous words in sign language and providing an accurate and efficient sign language calculation result for hearing impaired people. The method mainly comprises: obtaining input text; searching ambiguous words in the input text, and putting the ambiguous words into a to-be-disambiguated set; extracting context words of the ambiguous words according to the information of the words to be disambiguated, putting the context words into a context word set, and vectorizing an input text; recalling a candidate word set of the ambiguous words according to the information of the ambiguous words and the context words; according to the ambiguous words and the context word set, subjecting candidate words to candidate pre-sorting in an inverted index and weight calculation mode; according to the input text vector and the context word set, performing semantic relevancy sorting on words in the candidate word set through preset latent semantic space matrix calculation; and selecting a word with the highest semantic relevancy from the candidate word set as a target semantic item word. Therefore, the ambiguous words in the input text are converted into the synonym words conforming to the sign language expression habits, the accuracy in sign language calculation is improved, the semantic matching effect is achieved, and people with hearing impairment can correctly understand information expressed by the input text.
Description
technical field [0001] The present invention relates to the technical field of sign language computing, in particular to a semantic disambiguation method, device, device and storage device for sign language computing. Background technique [0002] In order to make it easier for the hearing impaired to communicate with other people, sign language has become a convenient and quick choice. The currently promoted standard Chinese sign language corresponds to each morpheme or vocabulary with a corresponding gesture, and expresses each morpheme or vocabulary in the language through gestures to achieve the purpose of communication. In order to allow ordinary people to communicate with hearing-impaired people, sign language computing is important Sex becomes more important. [0003] Natural language processing is an important direction in the field of computer science and artificial intelligence. The field of sign language computing is different from the field of general natural la...
Claims
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More Application Information
Patent Timeline
Login to View More Patent Type & AuthorityApplications(China)
IPC IPC(8): G06F40/30G06F40/211
Inventor郭松睿程晓博高春鸣
Owner长沙千博信息技术有限公司