CN109062871A - Text labeling method and device and computer readable storage medium - Google Patents
Text labeling method and device and computer readable storage medium Download PDFInfo
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- CN109062871A CN109062871A CN201810717682.6A CN201810717682A CN109062871A CN 109062871 A CN109062871 A CN 109062871A CN 201810717682 A CN201810717682 A CN 201810717682A CN 109062871 A CN109062871 A CN 109062871A
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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
- G06F40/103—Formatting, i.e. changing of presentation of documents
- G06F40/117—Tagging; Marking up; Designating a block; Setting of attributes
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
- G06F3/04812—Interaction techniques based on cursor appearance or behaviour, e.g. being affected by the presence of displayed objects
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
- G06F3/0483—Interaction with page-structured environments, e.g. book metaphor
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0484—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
- G06F3/04842—Selection of displayed objects or displayed text elements
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0487—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser
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- Human Computer Interaction (AREA)
- Computational Linguistics (AREA)
- General Health & Medical Sciences (AREA)
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- Audiology, Speech & Language Pathology (AREA)
- Artificial Intelligence (AREA)
- User Interface Of Digital Computer (AREA)
- Document Processing Apparatus (AREA)
Abstract
The application discloses a text labeling method and device and a computer readable storage medium, wherein the method comprises the following steps: monitoring and receiving mouse operation of a user; when detecting that an entity is selected by the mouse and continuously dragged, highlighting all passing areas in the mouse dragging process, wherein all the passing areas comprise complete characters and/or incomplete characters. According to the method and the device, all passing areas in the dragging process of the mouse are highlighted, so that the current coordinates of the mouse can be continuously fed back to a user, meanwhile, the range of characters which the user wants to mark can be accurately fed back, the marking experience of the user in the process of marking a large amount of data is greatly improved, and the efficiency of text marking is improved.
Description
Technical field
The present invention relates to natural language processing (Natural Language Processing, NLP) technical fields, especially
It is related to a kind of text marking method and apparatus, computer readable storage medium.
Background technique
It is universal with big data and artificial intelligence (Artificial Intelligence, AI), in enterprise-level application
The relevant technology of natural language processing is used by more and more.Currently, although many major companies provide part of speech identification, entity is known
Not, hypertext transfer protocol (Hyper Text Transfer Protocol, the HTTP) service of the models such as relation recognition, but this
The Natural Language Processing Models overwhelming majority of a little service behinds is obtained by internet data training.And the text in internet
Word content sources are extensive: the existing content from professional media, the content for also having netizen individual to generate.Internet text is with enterprise
Portion's content of text is compared in the industry, and there are larger differences with writing style for word.Therefore, natural language processing technique is wanted in enterprise
Reach preferable effect in grade application, generally require after text marks in enterprise, re -training at be suitable for enterprise from
The Natural Language Processing Models that body needs.
For task most important in NLP: entity extraction, it is also desirable to be labeled, then using the text data in enterprise
Training pattern.Entity mark generally refers to the process that manually text data is marked.Such as " Beijing be China head
All " in the words, " Beijing " the two words are marked as place name (abbreviation Loc), and " China " the two words are marked as country's (letter
Claim Country)." Beijing " or " China " the two words in above content generally are chosen using mouse, are then marked as
Loc or Country.
But existing local application or the program run in a browser, if supported text filed from its
Text is chosen, then user, during laterally choosing text by mouse, the cursor (Cursor) of computer only can be discrete
Ground jumps to rapidly next end for choosing character from the end of a character, i.e., in mouse moving process, system is not
It can be to user intuitively to feed back.For example, in Fig. 1, mouse chooses the region of text, and current state is " text area " three
Word is selected, if that mouse continues to move right, as shown in Fig. 2, until mouse reaches the end of " domain " word, user's ability
Suddenly feel in content that " domain " word is added into currently selected.
It is very easy to the attention of consumption people since control mouse repeatedly accurately pauses, the user of annotation tool is when long
Between annotation process in, it will feel this selected character zone increased with fixed discrete length be increasingly difficult to control
System, especially when needing to be chosen content very brief (such as two to three words) of (mark) with mouse, such as " China is great
Capital Beijing be seated the North China Plain ".Therefore, choose the entity in text that there is poor user's body by mouse at present
It tests, when the data volume of single people's mark is more, mark speed is substantially reduced.
Summary of the invention
In order to solve the above-mentioned technical problems, the present invention provides a kind of text marking method and apparatus, computer-readable deposit
Storage media can be improved the efficiency of text marking.
In order to solve the above-mentioned technical problem, the technical solution of the embodiment of the present invention is achieved in that
The embodiment of the invention provides a kind of text marking methods, comprising:
Monitor and receive the mouse action of user；
When detecting that mouse is chosen an entity and continuously dragged, it is highlighted all processes during mouse drag
Region, the region of all processes include complete character and/or incomplete character.
Further, the method also includes:
The first selected areas is calculated, first selected areas is first complete word in the region being highlighted
All characters between symbol and the last one complete character；
In first selected areas setting area beginning flag and/or region end mark.
Further, the method also includes:
When mouse is released, by the highlighted background removal of the incomplete character in the region being highlighted.
Further, the method also includes:
The second selected areas is calculated, second selected areas is all characters in the region being highlighted；
In second selected areas setting area beginning flag and/or region end mark.
Further, the method also includes:
When mouse is released, the highlighted background of the incomplete character in the region being highlighted is extended to described
The character boundary of incomplete character.
The embodiment of the invention also provides a kind of computer readable storage medium, the computer-readable recording medium storage
Have one or more program, one or more of programs can be executed by one or more processor, with realize such as with
The step of upper described in any item text marking methods.
The embodiment of the invention also provides a kind of text marking devices, including processor and memory, in which:
The processor is for executing the text marking program stored in memory, to realize as described in any of the above item
The step of text marking method.
The embodiment of the invention also provides a kind of text marking devices, including detection module and processing module, in which:
Detection module, for monitoring and receiving the mouse action of user, when detecting that mouse chooses entity and continuous
When dragging, notification processing module；
Processing module is highlighted the area of all processes during mouse drag for receiving the notice of detection module
Domain, the region of all processes include complete character and/or incomplete character.
Further, the processing module is also used to:
The first selected areas is calculated, first selected areas is first complete word in the region being highlighted
All characters between symbol and the last one complete character；
In first selected areas setting area beginning flag and/or region end mark.
Further, the processing module is also used to:
The second selected areas is calculated, second selected areas is all characters in the region being highlighted；
In second selected areas setting area beginning flag and/or region end mark.
Technical solution of the present invention has the following beneficial effects:
Text marking method and apparatus provided by the invention, computer readable storage medium, are dragged by being highlighted mouse
The region of all processes, can make mouse changing coordinates give the continuous position feedback of user during dynamic, while again can be compared with
The range that user out wishes the text of mark is accurately fed back, greatly improves and is carrying out the user in mass data annotation process
Mark experience, improve the efficiency of text marking.
Detailed description of the invention
The drawings described herein are used to provide a further understanding of the present invention, constitutes part of this application, this hair
Bright illustrative embodiments and their description are used to explain the present invention, and are not constituted improper limitations of the present invention.In the accompanying drawings:
Fig. 1 and Fig. 2 chooses text filed structural schematic diagram for mouse in the related technology；
Fig. 3 is a kind of flow diagram of text marking method of the embodiment of the present invention；
Fig. 4 is to be highlighted text filed structural schematic diagram in a kind of mouse sliding process of the embodiment of the present invention；
Fig. 5 is to be highlighted text filed and mouse in a kind of mouse sliding process of the embodiment of the present invention and choose text
The correspondence diagram in region；
Fig. 6 is a kind of structural schematic diagram of text marking device of the embodiment of the present invention.
Specific embodiment
To make the objectives, technical solutions, and advantages of the present invention clearer, below in conjunction with attached drawing to the present invention
Embodiment be described in detail.It should be noted that in the absence of conflict, in the embodiment and embodiment in the application
Feature can mutual any combination.
Natural language processing, be the data such as voice, text are handled, are converted, a major class problem of Extracting Information
General name.Entity, emphasis refers to name Entity recognition (the Named Entity in natural language processing field here
Recognition, NER), but it is not limited to name entity.Relationship, here emphasis refer to entity in natural language processing field with
Relationship between entity.Entity recognition, from input text in extract the entity with certain semantic information, as name, the date,
Place, organization etc..Relation recognition, from the pass extracted in input text between the entity and entity with certain semantic information
System, such as parent and child, employ, hold a post, geographical relationship.Training, refer in machine learning field, machine according to training data with
And loss function updates the process of model parameter.Chinese word segmentation (Chinese Word Segmentation, CWS) refers to
One chinese character sequence is cut into individual word one by one.Participle be exactly by continuous word sequence according to certain specification again
It is combined into the process of word sequence.
With reference to Fig. 3, a kind of text marking method according to an embodiment of the present invention includes the following steps:
Step 301: monitoring and receive the mouse action of user；
Step 302: when detecting that mouse is chosen an entity and continuously dragged, being highlighted institute during mouse drag
Have by region, the region of all processes includes complete character and/or incomplete character.
In an embodiment of the present invention, the method also includes:
The first selected areas is calculated, first selected areas is first complete word in the region being highlighted
All characters between symbol and the last one complete character；
In first selected areas setting area beginning flag and/or region end mark.
It should be noted that at this point, the incomplete character in the region being highlighted is not selected, it is only highlighted
Complete character in the region of display is selected.The region beginning flag and/or region end mark can be and the choosing
The background color being highlighted in middle region it is different be highlighted mark, or text importing mark, for example, Start
(beginning) and/or End (end) mark, or be other arbitrary Special display marks.By setting area beginning flag and/
Or region end mark, can clearly tell user initial position where and end position where, with mouse
The variation of current mouse position in dragging process is marked, the end position of selected areas can constantly change.
In the present embodiment, the mouse chooses the operation of an entity that can choose for left mouse button click or other any
The operation for choosing entity.
Specifically, as shown in figure 4, mouse presses left button on text, during moving right, ground that mouse is passed through
Side shows that continuous background is highlighted.Wherein, (a) in Fig. 4 indicates mouse current location between " area " and " domain ".Then mouse
It gradually moves right, reaches (d) state by (b), (c) respectively.Since the mobile range of mouse can all be shown as highlighted, highlight
The region of display is mapped as selected text (text finally selected is " text filed " this four words in such as Fig. 4)
Follow following principle:
The first character passed through from current location (may be in 3/4 position of a upper character) is spaced apart with character
Beginning is included in first possible character, until the last character in the regional scope being highlighted and the interval between character
Position.If initial position between character and character, is counted the first character since the initial position just
The coverage area in the region being highlighted.
Fig. 5 is that actually the corresponding content of text chosen reflects for the region being highlighted and the region of the mobile covering of mouse
Penetrate relation schematic diagram.It is that left side marks the character string range that range is covered on the right side of right arrow.
In the present embodiment, the method also includes:
When mouse is released, by the highlighted background removal of the incomplete character in the region being highlighted.
In an alternative embodiment of the invention, the method also includes:
The second selected areas is calculated, second selected areas is all characters in the region being highlighted；
In second selected areas setting area beginning flag and/or region end mark.
In this case, when the highlight regions of the mobile covering of mouse are from (s) to (f) in Fig. 5, the region is actually right
The content of text chosen answered is " its text filed choosing ".
In the present embodiment, the method also includes:
When mouse is released, the highlighted background of the incomplete character in the region being highlighted is extended to described
The highlighted background of the incomplete character of first and last in second selected areas is extended to character side by the character boundary of incomplete character
(the highlighted background of first incomplete character extends at the left side character boundary of first incomplete character at boundary；The incomplete character in end
Highlighted background extends at the right side character boundary of the incomplete character in end).As shown in figure 5, when the highlight bar of the mobile covering of mouse
Domain is from (s) to (f) in Fig. 5 and when unclamping mouse, by the content of text actually chosen " its text filed choosing " alphabet height
Bright display can allow user to more clearly understand the region of selected character in this way.
The embodiment of the invention also provides a kind of computer readable storage medium, the computer-readable recording medium storage
Have one or more program, one or more of programs can be executed by one or more processor, with realize such as with
The step of upper described in any item text marking methods.
The embodiment of the invention also provides a kind of text marking devices, including processor and memory, in which: the processing
Device is for executing the text marking program stored in memory, to realize the step of the text marking method as described in any of the above item
Suddenly.
With reference to Fig. 6, a kind of text marking device according to an embodiment of the present invention, including detection module 601 and processing module
602, in which:
Detection module 601, for monitoring and receiving the mouse action of user, when detecting that mouse chooses an entity and company
When continuous dragging, notification processing module 602；
Processing module 602 is highlighted all warps during mouse drag for receiving the notice of detection module 601
The region crossed, the region of all processes include complete character and/or incomplete character.
In an embodiment of the present invention, the processing module 602 is also used to:
The first selected areas is calculated, first selected areas is first complete word in the region being highlighted
All characters between symbol and the last one complete character；
In first selected areas setting area beginning flag and/or region end mark.
At this point, the incomplete character in the region being highlighted is not selected, it is complete in the region being only highlighted
Whole character is selected.The region beginning flag and/or region end mark can be to be highlighted with the selected areas
Background color it is different be highlighted mark, or text importing mark, for example, Start (beginning) and/or End (knot
Beam) mark, or be other arbitrary Special display marks.It, can by setting area beginning flag and/or region end mark
With clearly tell user initial position where and end position where, with mouse current during mouse drag
The end position of the variation of cursor position, selected areas can constantly change.
Specifically, as shown in figure 4, mouse presses left button on text, during moving right, ground that mouse is passed through
Side shows that continuous background is highlighted.Wherein, (a) in Fig. 4 indicates mouse current location between " area " and " domain ".Then mouse
It gradually moves right, reaches (d) state by (b), (c) respectively.Since the mobile range of mouse can all be shown as highlighted, highlight
Region be mapped as selected text (finally selected text is " text filed " this four words in such as Fig. 4) follow with
Lower principle:
The first character passed through from current location (may be in 3/4 position of a upper character) is spaced apart with character
Beginning is included in first possible text, until highlighting the last character in range and the interval location between character.If
Initial position is just between character and character, then calculating highlighted cover first character since the initial position
Lid range.
Fig. 5 is the mapping relations of the practical corresponding content of text chosen in highlight regions and the region of the mobile covering of mouse
Schematic diagram.It is that left side marks the character string range that range is covered on the right side of right arrow.
In the present embodiment, the processing module 602 is also used to, when mouse is released, by the region being highlighted
The highlighted background removal of interior incomplete character.User can be allowed to more clearly understand the region of selected character in this way.
In an alternative embodiment of the invention, the processing module is also used to:
The second selected areas is calculated, second selected areas is all characters in the region being highlighted；
In second selected areas setting area beginning flag and/or region end mark.
In this case, when the highlight regions of the mobile covering of mouse are from (s) to (f) in Fig. 5, the region is actually right
The content of text chosen answered is " its text filed choosing ".
In the present embodiment, the processing module 602 is also used to, will be non-in highlighted area when mouse is released
The highlighted background of complete character extends to the character boundary of the incomplete character, i.e., the first and last in the second selected areas is non-complete
The highlighted background of whole character extends at character boundary that (the highlighted background of first incomplete character extends to a left side for first incomplete character
At the character boundary of side；The highlighted background of the incomplete character in end extends at the right side character boundary of the incomplete character in end).Such as Fig. 5
It is shown, it, will be in the text actually chosen when the highlight regions of the mobile covering of mouse are from (s) to (f) in Fig. 5 and unclamp mouse
Hold " its text filed choosing " alphabet to be highlighted, user can be allowed to more clearly understand the area of selected character in this way
Domain.
Text marking method and apparatus disclosed by the invention, computer readable storage medium propose and a kind of use mouse
The new method of the text in text is chosen, this method can make mouse changing coordinates give the continuous position feedback of user, together
When can accurately feed back again user out wish mark text range, greatly improve carry out mass data annotation process
In user mark experience, improve the efficiency of text marking.
Those of ordinary skill in the art will appreciate that all or part of the steps in the above method can be instructed by program
Related hardware is completed, and described program can store in computer readable storage medium, such as read-only memory, disk or CD
Deng.Optionally, one or more integrated circuits can be used also to realize in all or part of the steps of above-described embodiment.Accordingly
Ground, each module/unit in above-described embodiment can take the form of hardware realization, can also use the shape of software function module
Formula is realized.The present invention is not limited to the combinations of the hardware and software of any particular form.
The above is only a preferred embodiment of the present invention, and certainly, the invention may also have other embodiments, without departing substantially from this
In the case where spirit and its essence, those skilled in the art make various corresponding changes in accordance with the present invention
And deformation, but these corresponding changes and modifications all should fall within the scope of protection of the appended claims of the present invention.
Claims (10)
1. a kind of text marking method characterized by comprising
Monitor and receive the mouse action of user；
When detecting that mouse is chosen an entity and continuously dragged, it is highlighted the area of all processes during mouse drag
Domain, the region of all processes include complete character and/or incomplete character.
2. the method according to claim 1, wherein the method also includes:
Calculate the first selected areas, first selected areas be first complete character in the region being highlighted with
All characters between the last one complete character；
In first selected areas setting area beginning flag and/or region end mark.
3. according to the method described in claim 2, it is characterized in that, the method also includes:
When mouse is released, by the highlighted background removal of the incomplete character in the region being highlighted.
4. the method according to claim 1, wherein the method also includes:
The second selected areas is calculated, second selected areas is all characters in the region being highlighted；
In second selected areas setting area beginning flag and/or region end mark.
5. according to the method described in claim 4, it is characterized in that, the method also includes:
When mouse is released, the highlighted background of the incomplete character in the region being highlighted is extended to described non-complete
The character boundary of whole character.
6. a kind of computer readable storage medium, which is characterized in that the computer-readable recording medium storage have one or
Multiple programs, one or more of programs can be executed by one or more processor, to realize such as claim 1 to 5
Any one of described in text marking method the step of.
7. a kind of text marking device, which is characterized in that including processor and memory, in which:
The processor is for executing the text marking program stored in memory, to realize such as any one of claims 1 to 5
The step of described text marking method.
8. a kind of text marking device, which is characterized in that including detection module and processing module, in which:
Detection module, for monitoring and receiving the mouse action of user, when detecting that mouse chooses an entity and continuously drag
When, notification processing module；
Processing module is highlighted the region of all processes during mouse drag, institute for receiving the notice of detection module
The region for stating all processes includes complete character and/or incomplete character.
9. device according to claim 8, which is characterized in that the processing module is also used to:
Calculate the first selected areas, first selected areas be first complete character in the region being highlighted with
All characters between the last one complete character；
In first selected areas setting area beginning flag and/or region end mark.
10. device according to claim 8, which is characterized in that the processing module is also used to:
The second selected areas is calculated, second selected areas is all characters in the region being highlighted；
In second selected areas setting area beginning flag and/or region end mark.
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN109739351A (en) * | 2018-12-26 | 2019-05-10 | 秒针信息技术有限公司 | Data mask method and device, storage medium, electronic device |
| CN109933803A (en) * | 2019-03-25 | 2019-06-25 | 北京金山数字娱乐科技有限公司 | A kind of Chinese idiom information displaying method shows device, electronic equipment and storage medium |
| CN111737970A (en) * | 2019-03-20 | 2020-10-02 | 上海阅文信息技术有限公司 | Method and device for interacting text punctuation |
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