CN109508449A - A kind of propaganda film official documents and correspondence generates system and its generation method online - Google Patents
A kind of propaganda film official documents and correspondence generates system and its generation method online Download PDFInfo
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- CN109508449A CN109508449A CN201810891308.8A CN201810891308A CN109508449A CN 109508449 A CN109508449 A CN 109508449A CN 201810891308 A CN201810891308 A CN 201810891308A CN 109508449 A CN109508449 A CN 109508449A
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- 238000000034 method Methods 0.000 title claims abstract description 26
- 238000012549 training Methods 0.000 claims abstract description 18
- 238000012916 structural analysis Methods 0.000 claims abstract description 14
- 238000004458 analytical method Methods 0.000 claims abstract description 10
- 238000005516 engineering process Methods 0.000 claims abstract description 7
- 238000013528 artificial neural network Methods 0.000 claims abstract description 4
- 238000012550 audit Methods 0.000 claims description 11
- 238000012986 modification Methods 0.000 claims description 7
- 230000004048 modification Effects 0.000 claims description 7
- 230000008569 process Effects 0.000 claims description 7
- 238000011161 development Methods 0.000 claims description 4
- 230000001427 coherent effect Effects 0.000 claims description 3
- 230000006870 function Effects 0.000 claims description 3
- 230000008676 import Effects 0.000 claims description 3
- 230000007115 recruitment Effects 0.000 claims description 3
- 238000012795 verification Methods 0.000 claims description 3
- 239000000284 extract Substances 0.000 claims description 2
- 238000004519 manufacturing process Methods 0.000 abstract description 5
- 238000010801 machine learning Methods 0.000 abstract description 3
- 238000000605 extraction Methods 0.000 abstract 1
- 230000008901 benefit Effects 0.000 description 2
- 230000015572 biosynthetic process Effects 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 238000012937 correction Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000005755 formation reaction Methods 0.000 description 1
- 238000005457 optimization Methods 0.000 description 1
- 230000000644 propagated effect Effects 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 238000013519 translation Methods 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/166—Editing, e.g. inserting or deleting
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/253—Grammatical analysis; Style critique
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/279—Recognition of textual entities
- G06F40/289—Phrasal analysis, e.g. finite state techniques or chunking
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Abstract
The invention discloses a kind of propaganda film official documents and correspondences to generate system and its generation method online, which includes manuscript database, the propaganda film official documents and correspondence comprising several industries He several scenes；Structural Analysis Module is connect with manuscript database, is decomposed to the propaganda film official documents and correspondence in manuscript database, then more propaganda film official documents and correspondence analyses are compared, and the general character of extraction simultaneously separates variable part and dosing section, determines syntactic model；Model training module is connect with Structural Analysis Module, carries out model training to syntactic model, carries out feature learning and text classification to natural language text information using artificial neural network；Manuscript generation module, connect with model training module, generates complete manuscript online after model training.System of the invention is based on machine learning and semantic analysis technology, realizes official documents and correspondence automatic sound field, meet the user demand of quick Fabrication propaganda film by establishing modular propaganda film language database.
Description
Technical field
The present invention relates to language generation system field, in particular to a kind of propaganda film official documents and correspondence generates system and its generation online
Method.
Background technique
With network development and mobile terminal it is universal, the demand that information is propagated also just is becoming increasing, increasingly
Fastly.Regardless of media format diversely develops, text is still the basis of all information formations.But it is traditional artificial
Word creation is time-consuming and laborious, has been difficult to meet the growth requirement of current era.Enterprises propagandist piece is as contemporary business society
One functional communication media, is equally faced with efficiency and is badly in need of the project improved；And enterprises propagandist piece is professional, and decides
The special official documents and correspondence Auto for being directed to enterprises propagandist piece is formed, is the technical background for having it to realize.
So far, based on artificial intelligent voice, semantic analysis technology product in translation, navigation, customer service, music, joy
There is product appearance in happy field, but Related product does not occur in video production field, intention official documents and correspondence field.
So being based on machine learning and semantic analysis technology by establishing modular propaganda film language database, realize
Official documents and correspondence automatic sound field can satisfy the user demand of quick Fabrication propaganda film.
Summary of the invention
The object of the present invention is to provide a kind of propaganda film official documents and correspondences to generate system and its generation method online, the online generation system
System is on the basis of using for reference traditional natural language generation system and language model method, in terms of various industries and multiple scenes,
Propaganda film official documents and correspondence library is established, paragraph, sentence, phrase, word level is refine to and does structure elucidation, deepened constantly by model training
The automatic study of machine, final propaganda film manuscript automatically generate, and meet the user demand of quick Fabrication propaganda film.
In order to achieve the above object, the invention discloses a kind of propaganda film official documents and correspondences to generate system online, which includes:
Manuscript database, it includes the propaganda film official documents and correspondences of several industries and several scenes；
Structural Analysis Module is connect with the manuscript database, is divided the propaganda film official documents and correspondence in the manuscript database
Solution, then more propaganda film official documents and correspondence analyses are compared, it extracts general character and separates variable part and dosing section, determine syntactic model；
Model training module is connect with the Structural Analysis Module, and the syntactic model of the Structural Analysis Module is carried out mould
Type training carries out feature learning and text classification to natural language text information using artificial neural network；
Manuscript generation module is connect with the model training module, generates complete manuscript online after model training.
Preferably, several described industries be one of science and technology, education, house property, medical treatment, Party building, consumption and its arbitrarily
Combination.
Preferably, several described scenes are one of product, report, recruitment, brand, personage and any combination thereof.
Preferably, the decomposable process includes to decompose one of paragraph, sentence, phrase, word units or a variety of.
The present invention also provides a kind of propaganda film official documents and correspondences for generating system online using propaganda film official documents and correspondence as described above
Online generation method, the generation method comprise the steps of:
S1, the product type function of being selected according to client, generate template at random, and official documents and correspondence type, structure, vocabulary is tagged
It is labeled, establishes manuscript database；
S2, client fill according to the table that company provides, and complete product description；
S3, each official documents and correspondence template are respectively provided with fixed variable and partial synonym random replacement, wherein in the variable quantity
Variation is the content that client is filled in；
Text in S4, the variable quantity for filling in client imports official documents and correspondence template, is synthesized；
Manual examination and verification are modified under S5, line；
After the completion of S6, audit modification, complete manuscript is generated.
Preferably, in the step S2, the content in the table of the offer be Business Name, title, slogan, theme,
One of geographical location, business tine, historical development, honor achievement, future fair and any combination thereof.
Preferably, in the step S5, audit modification comprising according to grammar request audit language it is whether clear and coherent or
Whether audit language expresses one's ideas.
Compared with prior art, the invention has the benefit that propaganda film official documents and correspondence of the invention generates system online passes through
Modular propaganda film language database is established, machine learning and semantic analysis technology are based on, realizes official documents and correspondence automatic sound field, it can be with
Meet the user demand of quick Fabrication propaganda film.
Detailed description of the invention
It in order to illustrate the embodiments of the present invention more clearly or scheme in the prior art, below will be to embodiment or existing skill
Attached drawing needed in art description is simply introduced, it is clear that, the accompanying drawings in the following description is of the invention one
A little embodiments for those of ordinary skill in the art without any creative labor, can also be according to this
A little attached drawings obtain other attached drawings.
The flow chart that propaganda film official documents and correspondence Fig. 1 of the invention generates online；
The specific implementation method schematic diagram that propaganda film official documents and correspondence Fig. 2 of the invention generates online.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is
A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art
Every other embodiment obtained without making creative work, shall fall within the protection scope of the present invention.
It should be noted that, in this document, the terms "include", "comprise", " having " or its any other variant are intended to
Cover non-exclusive inclusion, so that including that process, method, article or the terminal device of a series of elements not only include
Those elements, but also including other elements that are not explicitly listed, or further include for this process, method, article or
The intrinsic element of person's terminal device.In the absence of more restrictions, being limited by sentence " including ... " or " including ... "
Fixed element, it is not excluded that there is also other to want in process, method, article or the terminal device for including the element
Element.
Technical solution of the present invention is described in detail with specifically embodiment below in conjunction with Fig. 1-Fig. 2.This is several below
A specific embodiment can be combined with each other, may be no longer superfluous in some embodiments for the same or similar concept or process
It states.
Propaganda film official documents and correspondence of the invention generates system in traditional natural language generation system and language model method online
On the basis of, from each different industry and each different scenes, propaganda film official documents and correspondence library is established, paragraph, sentence, word are refine to
Group, word level first do structure elucidation, and the automatic study of machine is then deepened constantly by model training, finally realizes propaganda film
Manuscript automatically generates.
Propaganda film official documents and correspondence of the invention generates system online: manuscript database, Structural Analysis Module, model training mould
Block and manuscript generation module.
Specifically, manuscript database includes science and technology, education, house property, medical treatment, Party building, six big industries of consumption and product, remittance
Report, recruitment, brand, five large scene of personage propaganda film official documents and correspondence.Wherein, in manuscript database, text can be carried out to official documents and correspondence
The operations such as this mark, text generation, grammer syntactic analysis, searching order, text optimization and online manual correction.
Structural Analysis Module is connect with manuscript database, by each piece in more official documents and correspondences collected in manuscript database
Official documents and correspondence is decomposed, such as decomposes paragraph, sentence, phrase, word units, and the analysis of putting together of more official documents and correspondences is compared,
Mutual general character is extracted, variable part and dosing section are separated, so that it is determined that syntactic model.For example, as shown in Fig. 2, working as
After client fills in keyword, Structural Analysis Module carries out structure elucidation, such as structural data includes: product: unmanned plane, excellent
Gesture: cruise duration is long, model: SOLEIL001 etc..
Model training module is connect with Structural Analysis Module, and the syntactic model of Structural Analysis Module output is carried out model instruction
Practice, feature learning and text classification are carried out to natural language text information using artificial neural network.Manuscript generation module and mould
The connection of type training module, generates complete manuscript after carrying out model training.
As shown in Fig. 1 and Fig. 2 combination, the online generation method of propaganda film official documents and correspondence of the invention comprising the steps of:
S1, the product type function of being selected according to client, can generate template at random, then beat manuscript type, structure, vocabulary
Upper label is labeled, and establishes manuscript database.
In the step S1, mark is that text classification can be preferably carried out for Structural Analysis Module, carries out grammer
Analysis, to establish syntactic model.
S2, client fill according to the table that company provides, and complete product description.
In the step S2, the content in the table includes: Business Name, title, slogan, theme, geographical location, industry
Business content, historical development, honor achievement and future fair.
Fixed variable and partial synonym random replacement is arranged in S3, each official documents and correspondence template.
In the step S3, what is changed in variable quantity is the content that client is filled in, i.e., according to each client difference
Requirement filled in.For example, as shown in Fig. 2, the keyword filled out according to client, and " having " then replaces for synonym at random
It changes, finally obtains the contents such as content " SOLEIL001 unmanned plane has cruise duration long ".
Text in S4, the variable quantity for filling in client imports official documents and correspondence template, is synthesized.
Manual examination and verification are modified under S5, line.
In the step S5, audit modification process include according to grammar request, audit language whether clear and coherent and language
Whether speech expresses one's ideas.
After the completion of S6, audit modification, complete manuscript is generated, i.e. client obtains a complete manuscript.
It is discussed in detail although the contents of the present invention have passed through above preferred embodiment, but it should be appreciated that above-mentioned
Description is not considered as limitation of the present invention.After those skilled in the art have read above content, for of the invention
A variety of modifications and substitutions all will be apparent.Therefore, protection scope of the present invention should be limited to the appended claims.
Claims (7)
1. a kind of propaganda film official documents and correspondence generate system online, characterized by comprising:
Manuscript database, it includes the propaganda film official documents and correspondences of several industries and several scenes；
Structural Analysis Module is connect with the manuscript database, is divided the propaganda film official documents and correspondence in the manuscript database
Solution, then more propaganda film official documents and correspondence analyses are compared, it extracts general character and separates variable part and dosing section, determine syntactic model；
Model training module is connect with the Structural Analysis Module, and the syntactic model of the Structural Analysis Module is carried out mould
Type training carries out feature learning and text classification to natural language text information using artificial neural network；
Manuscript generation module is connect with the model training module, generates complete manuscript online after model training.
2. a kind of propaganda film official documents and correspondence as described in claim 1 generates system online, which is characterized in that
Several described industries are one of science and technology, education, house property, medical treatment, Party building, consumption and any combination thereof.
3. a kind of propaganda film official documents and correspondence as described in claim 1 generates system online, which is characterized in that
Several described scenes are one of product, report, recruitment, brand, personage and any combination thereof.
4. a kind of propaganda film official documents and correspondence as described in claim 1 generates system online, which is characterized in that
The decomposable process includes to decompose one of paragraph, sentence, phrase, word units or a variety of.
5. a kind of propaganda film official documents and correspondence that the propaganda film official documents and correspondence using as described in claim 1-4 any one generates system online exists
Line generation method, which is characterized in that the generation method comprises the steps of:
S1, the product type function of being selected according to client, generate template at random, and official documents and correspondence type, structure, vocabulary is tagged
It is labeled, establishes manuscript database；
S2, client fill according to the table that company provides, and complete product description；
S3, each official documents and correspondence template are respectively provided with fixed variable and partial synonym random replacement, wherein in the variable quantity
Variation is the content that client is filled in；
Text in S4, the variable quantity for filling in client imports official documents and correspondence template, is synthesized；
Manual examination and verification are modified under S5, line；
After the completion of S6, audit modification, complete manuscript is generated.
6. a kind of online generation method of propaganda film official documents and correspondence as claimed in claim 5, which is characterized in that
In the step S2, the content in the table of the offer is Business Name, title, slogan, theme, geographical location, industry
One of business content, historical development, honor achievement, future fair and any combination thereof.
7. a kind of online generation method of propaganda film official documents and correspondence as claimed in claim 5, which is characterized in that
In the step S5, whether the audit modification includes clear and coherent according to grammar request audit language or whether audits language
It expresses one's ideas.
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| CN201810891308.8A CN109508449A (en) | 2018-08-07 | 2018-08-07 | A kind of propaganda film official documents and correspondence generates system and its generation method online |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN110110104A (en) * | 2019-04-18 | 2019-08-09 | 贝壳技术有限公司 | It is a kind of to automatically generate the method and device that house is explained in virtual three-dimensional space |
| CN112836276A (en) * | 2021-02-20 | 2021-05-25 | 广东三维家信息科技有限公司 | Method, device, equipment and storage medium for file broadcasting based on household design |
| CN116702737A (en) * | 2023-08-07 | 2023-09-05 | 腾讯科技（深圳）有限公司 | Document generation method, device, equipment, storage medium and product |
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| CN101436265A (en) * | 2007-11-16 | 2009-05-20 | 中国移动通信集团福建有限公司 | Automatic generation system and method of communication network informatization resolve scheme |
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| CN112836276A (en) * | 2021-02-20 | 2021-05-25 | 广东三维家信息科技有限公司 | Method, device, equipment and storage medium for file broadcasting based on household design |
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