Indonesian language file abstract generation method and device, storage medium, and terminal device
A document abstraction and language document technology, which is applied in the creation of semantic tools, natural language data processing, unstructured text data retrieval, etc., can solve the problems of inapplicability of Indonesian language, poor readability of abstracts, and inability of abstracts to summarize completely, etc. coherent effect
Active Publication Date: 2019-02-12
GUANGDONG UNIVERSITY OF FOREIGN STUDIES
View PDF10 Cites 2 Cited by
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
[0003] In the research of automatic extraction of document summaries, a more widely used abstract extraction method provided by the prior art is the abstract automatic extraction method, which extracts the most important sentences in the document based on information such as word frequency and word features as The summary of the document is easy to operate and ensures the readability of a single sentence, but it has shortcomings such as incoherence between the sentences of the summary, poor overall readability of the summary, and the inability of the summary to fully summarize the document; in addition, because Indonesian is a small Language, the abstract extraction method provided by the existing technology is mostly used for automatic abstract generation of documents in common languages such as Chinese and English, and is not suitable for Indonesian
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
[0043] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some of the embodiments of the present invention, not all of them. 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.
[0044] see figure 1 Shown is a flow chart of a preferred embodiment of a method for generating an Indonesian document summary provided by the present invention, including steps S11 to S14:
[0045] Step S11, preprocessing the Indonesian language document;
[0046] Step S12, converting the preprocessed Indonesian document into an input vector according to a preset mapping dictionary;
[0047] Step S13, obtaining an output vector based on the pre-trai...
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 discloses an Indonesian language file abstract generation method, which comprises the following steps of: preprocessing an Indonesian language file; converting the preprocessed Indonesian language file into an input vector according to a preset mapping dictionary; obtaining an output vector according to the input vector based on a pre-trained Indonesian abstract model; converting theoutput vector into a document digest of the Indonesian language file according to the mapping dictionary. Correspondingly, the invention also discloses an Indonesian language file abstract generatingdevice, a computer-readable storage medium and a terminal device. The technical proposal of the invention can realize the automatic generation of Indonesian language file abstracts, and the abstractsresult has consistency and can summarize the document content completely.
Description
technical field [0001] The present invention relates to the field of natural language processing in information technology, in particular to a method, device, computer-readable storage medium and terminal equipment for generating Indonesian document summaries. Background technique [0002] It takes a lot of time for users to read long texts. The document automatic summarization technology provides general information of the document by automatically extracting the summary of the document. Users only need to read the short summary to get a preliminary glimpse of the key content of the full text, which greatly facilitates the user's reading. The acquisition of information and information improves the efficiency of users in obtaining or understanding information. [0003] In the research of automatic extraction of document summaries, a more widely used abstract extraction method provided by the existing technology is the abstract automatic extraction method, which extracts the ...
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 & Authority Applications(China)
IPC IPC(8): G06F16/34G06F16/36G06F17/22G06F17/27
CPCG06F40/126G06F40/211G06F40/284
Inventor 蒋盛益林楠铠蔡泽枫
Owner GUANGDONG UNIVERSITY OF FOREIGN STUDIES