CN113127105A - Excel automatic voice tool calling method - Google Patents

Excel automatic voice tool calling method Download PDF

Info

Publication number
CN113127105A
CN113127105A CN202110290136.0A CN202110290136A CN113127105A CN 113127105 A CN113127105 A CN 113127105A CN 202110290136 A CN202110290136 A CN 202110290136A CN 113127105 A CN113127105 A CN 113127105A
Authority
CN
China
Prior art keywords
voice
tool
speech
continuous
capturing
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN202110290136.0A
Other languages
Chinese (zh)
Other versions
CN113127105B (en
Inventor
吴黎敏
谢锦涛
江民财
王学勤
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Fujian Mahengda Information Technology Co ltd
Original Assignee
Fujian Mahengda Information Technology Co ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Fujian Mahengda Information Technology Co ltd filed Critical Fujian Mahengda Information Technology Co ltd
Priority to CN202110290136.0A priority Critical patent/CN113127105B/en
Publication of CN113127105A publication Critical patent/CN113127105A/en
Application granted granted Critical
Publication of CN113127105B publication Critical patent/CN113127105B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44Arrangements for executing specific programs
    • G06F9/448Execution paradigms, e.g. implementations of programming paradigms
    • G06F9/4482Procedural
    • G06F9/4484Executing subprograms
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input 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
    • G06F3/16Sound input; Sound output
    • G06F3/167Audio in a user interface, e.g. using voice commands for navigating, audio feedback
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/10Text processing
    • G06F40/166Editing, e.g. inserting or deleting
    • G06F40/174Form filling; Merging

Abstract

The invention provides an EXCEL automatic voice tool calling method and a tool, wherein the method is applied to office terminal equipment comprising a voice recognition engine, a plurality of form auxiliary tools are arranged on the office terminal equipment, and the forms comprise EXCEL; when the form auxiliary tool is in a foreground working state, establishing a background monitoring process; activating the speech recognition engine through the background monitoring process; each capturing thread is used for capturing focus operation of a current interface of the form auxiliary tool in a foreground working state; receiving a voice operation instruction of a user through the voice recognition engine; based on the voice operation instruction, combining a plurality of focus operations captured by the plurality of capturing threads, and automatically recommending a plurality of form calling options; or automatically calling a plurality of continuous operation options recognized based on the voice operation instruction segment. The method can improve the convenience of table operation and ensure the accuracy.

Description

Excel automatic voice tool calling method
Technical Field
The invention belongs to the technical field of table auxiliary operation, and particularly relates to an excel automatic voice tool calling method.
Background
Microsoft Excel is a piece of spreadsheet software written by Microsoft for computers using Windows and Apple Macintosh operating systems. The intuitive interface, excellent computing capabilities and graphical tools, coupled with successful marketing, make Excel the most popular personal computer data processing software. In 1993, when version 5.0 was released as a component in Microsoft Office, Excel began to become the owner of spreadsheet software on the applicable operating platform
Microsoft Office's form software provides very rich form editing and computing functionality, but forms typically face a large number of repetitive operations for data processing; meanwhile, different users can customize various shortcut operations for the same group of data processing. In order to improve the rapidity of the form operation, the existing form operation software can provide corresponding shortcut operation buttons. On the one hand, however, most of the time, the ordinary user cannot quickly grasp the shortcut operations; on the other hand, most of the operation attributes provided by the table operation software are expressed in english or mixed languages, so that the user cannot accurately search the meaning of the table operation software, and the table operation efficiency is reduced.
The Chinese patent publication CN111178023A discloses a visual self-defined report design system, which comprises a data physical layer, a working catalog configuration layer, a logic data layer, a design processing layer, a chart combination layer and a report display layer; the data physical layer comprises a database, a WEB server, a program module, a text module and a data table library; the working directory configuration layer comprises a manufacturing environment module and a design module; the logical data layer comprises a report data set and a data binding module; the design processing layer comprises a parameter design module, a data filtering module, a style setting module, a condition display module and an operation design module; the chart binding layer comprises a chart type module and a chart data module; the report display layer comprises a report display layer, a form input module and a printing output layer. In the invention, the requirements of report design and report development under HTML5/WinForm/ASP.NET/ASP.NET MVC/WPF and other platforms are comprehensively met, so that a user can quickly build a flexible, personalized and diversified report, thereby greatly improving the working efficiency and reducing the working cost of the user.
How to improve the processing and operating efficiency aiming at the online form processing software and enable a user to quickly locate a function button to be called under the condition of not completely being familiar with the software performance does not provide an effective solution in the prior art.
Disclosure of Invention
In order to solve the technical problems, the invention provides an EXCEL automatic voice tool calling method and an automatic voice tool for assisting the operation of a form tool, wherein the method is applied to office terminal equipment comprising a voice recognition engine, a plurality of form auxiliary tools are arranged on the office terminal equipment, and forms comprise EXCEL; when the form auxiliary tool is in a foreground working state, establishing a background monitoring process; activating the speech recognition engine through the background monitoring process; each capturing thread is used for capturing focus operation of a current interface of the form auxiliary tool in a foreground working state; receiving a voice operation instruction of a user through the voice recognition engine; based on the voice operation instruction, combining a plurality of focus operations captured by the plurality of capturing threads, and automatically recommending a plurality of form calling options; or automatically calling a plurality of continuous operation options recognized based on the voice operation instruction segment.
Specifically, in a first aspect of the invention, an EXCEL automatic voice tool calling method is provided, and the method is applied to an office terminal device containing a voice recognition engine, wherein a plurality of form auxiliary tools are installed on the office terminal device, and a form comprises EXCEL;
in specific application, when the form auxiliary tool is in a foreground working state, a background monitoring process is established, and the background monitoring process comprises a plurality of capturing threads;
activating the speech recognition engine through the background monitoring process;
each capturing thread is used for capturing focus operation of a current interface of the form auxiliary tool in a foreground working state;
receiving a voice operation instruction of a user through the voice recognition engine;
based on the voice operation instruction, combining a plurality of focus operations captured by the plurality of capturing threads, and automatically recommending a plurality of form calling options; or automatically calling a plurality of continuous operation options recognized based on the voice operation instruction segment.
As a further specific key technical means, each capturing thread is configured to capture a focus operation of a current interface of the form assistant tool in a foreground working state, and specifically includes:
establishing a plurality of one-way data pipes between the plurality of capture threads and the current interface;
and sequentially sending the continuous focal point operations of the current interface to the capturing threads through the corresponding one-way data pipelines.
The automatically recommending a plurality of form calling options based on the voice operation instruction and in combination with a plurality of focus operations captured by the plurality of capturing threads specifically comprises:
the speech recognition engine receives a speech sequence input by the user;
converting the voice sequence into a character sequence, and performing word segmentation processing on the character sequence to obtain the voice operation instruction, wherein the voice operation instruction comprises a plurality of continuous word segmentations;
comparing in the focus operation database based on the plurality of continuous participles to obtain at least one continuous focus operation matched with the continuous participles;
and taking the at least one continuous focus operation as the plurality of automatically recommended form calling options.
In a second aspect of the invention, an automatic speech tool is provided that facilitates operation of a form tool, the automatic speech tool including a speech reception engine, a speech translation engine, a speech segmentation engine, and a long-tailed word generation engine. The method of the first aspect is implemented by invoking the automatic speech tool.
The above method of the present invention may be implemented automatically by a computer program, and therefore, in a third aspect of the present invention, there is provided a computer readable storage medium having stored thereon computer executable program instructions for implementing, by an integrated circuit chip comprising a processor and a memory, part or all of the steps of the method of the first aspect.
The method can improve the convenience of table operation, ensure the accuracy and have higher adaptability particularly in a multilingual mixed voice instruction interaction scene.
Further advantages of the invention will be apparent in the detailed description section in conjunction with the drawings attached hereto.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings needed in the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings without creative efforts.
FIG. 1 is a flow chart of the main steps of an excel automatic speech tool invocation method according to an embodiment of the present invention
FIG. 2 is an interaction diagram of action states for implementing the method and the form shown in FIG. 1
FIGS. 3-4 are schematic diagrams of the working principle of the method of FIG. 1
FIG. 5 is a block diagram of an automated speech tool that facilitates the operation of the spreadsheet tool in implementing the method described in FIG. 1
Detailed Description
Referring to fig. 1, a flowchart of main steps of an excel automatic speech tool invocation method according to an embodiment of the present invention is shown.
In fig. 1, the method is applied to an office terminal device including a speech recognition engine, the office terminal device is provided with a plurality of form auxiliary tools, and the forms include EXCEL;
when the form auxiliary tool is in a foreground working state, creating a background monitoring process, wherein the background monitoring process comprises a plurality of capturing threads;
activating the speech recognition engine through the background monitoring process;
each capturing thread is used for capturing focus operation of a current interface of the form auxiliary tool in a foreground working state;
receiving a voice operation instruction of a user through the voice recognition engine;
based on the voice operation instruction, combining a plurality of focus operations captured by the plurality of capturing threads, and automatically recommending a plurality of form calling options; or automatically calling a plurality of continuous operation options recognized based on the voice operation instruction segment.
Further, on the basis of fig. 1, see fig. 2.
When the form auxiliary tool is in a foreground working state, embedding an activation button into an operation menu of the form auxiliary tool, wherein the activation button is used for representing the running state of the background monitoring process;
when the user clicks the activation button, the speech recognition engine is activated.
And when the form assistant tool is in a background working state, closing the voice recognition engine.
Through the technical scheme, the method and the device can be suitable for improving the portability of table operation, and particularly have higher identification accuracy on occasions of mixed business languages or instructions.
As a further improvement, on the basis of fig. 1 or fig. 2, see fig. 3. The invention adopts a data pipeline, in particular a one-way data pipeline, to acquire and transmit data for the first time.
In fig. 3, each of the capturing threads is configured to capture a focus operation of the current interface of the form assistant tool in the foreground working state, and specifically includes:
establishing a plurality of one-way data pipes between the plurality of capture threads and the current interface;
and sequentially sending the continuous focal point operations of the current interface to the capturing threads through the corresponding one-way data pipelines.
Data-pipeline technology originally is used for data transfer between different databases (data sources), such as data backup, data restoration, and the like, and by adopting the data-pipeline technology, process blocking or data transmission by using a third-party agent can be avoided. Data pipes are the connections of different processes for data transmission.
A unidirectional data pipe pipeline is intended to mean unidirectional data transfer from one process to another.
The embodiment adopts the unidirectional data pipeline for the first time, and can avoid the influence of the capture thread on the operation of the table software in the running process.
In the above embodiment, fig. 4 shows a specific implementation principle.
The automatically invoking, based on the voice operation instruction and in combination with the plurality of focus operations captured by the plurality of capture threads, a plurality of continuous operation options identified based on the voice operation instruction segment specifically includes:
the speech recognition engine receives a speech sequence input by the user;
converting the voice sequence into a character sequence, and performing word segmentation processing on the character sequence to obtain the voice operation instruction, wherein the voice operation instruction comprises a plurality of continuous word segmentations;
performing word expansion processing on the continuous analysis to obtain a plurality of long tail words;
and taking the focus operation corresponding to the plurality of long tail words as the continuous operation option.
The long-tail words are also called as long-tail keywords or as "compound words of participles". In general, the long-tailed keywords are characterized by being relatively long, often consisting of 2-3 words, and even phrases.
As a further preference, for adaptively matching a multilingual mixing instruction scenario, the speech recognition engine further comprises a segmented speech determination component, a segmented speech action extraction component, and a segmented speech instruction recognition component.
More specifically, the segmented speech determining component is configured to determine whether the speech sequence has a segmented attribute, and activate the segmented speech action extracting component if the speech sequence has the segmented attribute.
In various embodiments of the present invention, the segment attribute means that the speech sequence includes more than two language attributes. For example, when the speech sequence includes at least two languages, the speech sequence has a segmentation attribute.
For example, the user's speech input may be "open project pix-fix function", the user intended to want to open the pixel adjustment function of the current form item for adjusting the pixel value of a certain box.
At this time, the speech sequence includes a first language speech sequence (open function) and at least one second language speech sequence (project, pix-fix), and thus, has a segmentation attribute.
And when the voice sequence comprises a first language voice sequence and at least one second language voice sequence, calling the segmented voice action extraction component of the voice plug-in to extract the first language voice sequence or the second language voice sequence.
Specifically, as an example, if the length of the first language voice sequence is smaller than the length of the second language voice sequence, the segmented voice action extraction component of the voice plug-in is invoked to extract the first language voice sequence;
otherwise, calling the segmented voice action extraction component of the voice plug-in to extract the second language voice sequence.
More specifically, after the first language voice sequence or the second language voice sequence extracted by the segmented voice action extraction component is converted into a character sequence, word segmentation processing is performed, and long-tail words are recognized; and taking the long tail word as the input of a segmented voice instruction recognition component.
And the segmented voice instruction recognition component compares the input long-tail words with the operation paths corresponding to the historical operation records of the callable function items, and obtains an execution instruction of at least one callable function item by combining the first language voice sequence or the second language voice sequence.
FIG. 5 is a block diagram of an automated speech tool that facilitates the operation of the form tool in implementing the method described in FIG. 1.
An automatic speech tool to facilitate operation of a form tool, the automatic speech tool comprising a speech reception engine, a speech translation engine, a speech segmentation engine, and a long-tailed word generation engine, the automatic speech tool invoked to implement the method of fig. 1.
Wherein the speech receiving engine is used for receiving a speech sequence input by a user; the voice conversion engine user converts the voice sequence input by the user into a text sequence; the voice word segmentation engine performs word segmentation on the text sequence to obtain a plurality of word segmentation results; and the long tail word generation engine obtains a plurality of long tail words based on the plurality of word segmentation results.
In conclusion, the invention realizes the automatic matching of a plurality of operation paths of the form through the calling of the voice tool; meanwhile, aiming at the mixed language instruction, the method of segmented attribute identification and long-tail word generation is adopted, and the obtained matched keywords are more accurate.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.

Claims (10)

1. An EXCEL automatic voice tool calling method is applied to office terminal equipment comprising a voice recognition engine, wherein a plurality of form auxiliary tools are installed on the office terminal equipment, and forms comprise EXCEL;
characterized in that the method comprises:
when the form auxiliary tool is in a foreground working state, creating a background monitoring process, wherein the background monitoring process comprises a plurality of capturing threads;
activating the speech recognition engine through the background monitoring process;
each capturing thread is used for capturing focus operation of a current interface of the form auxiliary tool in a foreground working state;
receiving a voice operation instruction of a user through the voice recognition engine;
based on the voice operation instruction, combining a plurality of focus operations captured by the plurality of capturing threads, and automatically recommending a plurality of form calling options; or automatically calling a plurality of continuous operation options recognized based on the voice operation instruction segment.
2. The excel automatic speech tool invocation method according to claim 1, characterized in that:
activating the speech recognition engine through the background monitoring process specifically includes:
when the form auxiliary tool is in a foreground working state, embedding an activation button into an operation menu of the form auxiliary tool, wherein the activation button is used for representing the running state of the background monitoring process;
when the user clicks the activation button, the speech recognition engine is activated.
3. An excel automatic speech tool invocation method according to claim 1 or 2, characterised in that:
and when the form assistant tool is in a background working state, closing the voice recognition engine.
4. An excel automatic speech tool invocation method according to claim 1 or 2, characterised in that:
each capturing thread is used for capturing the focus operation of the current interface of the form assistant tool in the foreground working state, and specifically includes:
establishing a plurality of one-way data pipes between the plurality of capture threads and the current interface;
and sequentially sending the continuous focal point operations of the current interface to the capturing threads through the corresponding one-way data pipelines.
5. The excel automatic speech tool invocation method according to claim 4, characterized in that:
the background monitoring process is connected with a focus operation database;
the focus operation database is used for storing the plurality of continuous focus operations captured by the plurality of capturing threads and storing each continuous focus operation as an operation path.
6. The excel automatic speech tool invocation method according to claim 4, characterized in that:
the automatically recommending a plurality of form calling options based on the voice operation instruction and in combination with a plurality of focus operations captured by the plurality of capturing threads specifically comprises:
the speech recognition engine receives a speech sequence input by the user;
converting the voice sequence into a character sequence, and performing word segmentation processing on the character sequence to obtain the voice operation instruction, wherein the voice operation instruction comprises a plurality of continuous word segmentations;
comparing in the focus operation database based on the plurality of continuous participles to obtain at least one continuous focus operation matched with the continuous participles;
and taking the at least one continuous focus operation as the plurality of automatically recommended form calling options.
7. The excel automatic speech tool invocation method according to claim 4, characterized in that:
the automatically invoking, based on the voice operation instruction and in combination with the plurality of focus operations captured by the plurality of capture threads, a plurality of continuous operation options identified based on the voice operation instruction segment specifically includes:
the speech recognition engine receives a speech sequence input by the user;
converting the voice sequence into a character sequence, and performing word segmentation processing on the character sequence to obtain the voice operation instruction, wherein the voice operation instruction comprises a plurality of continuous word segmentations;
performing word expansion processing on the continuous analysis to obtain a plurality of long tail words;
and taking the focus operation corresponding to the plurality of long tail words as the continuous operation option.
8. An automatic speech tool for facilitating operation of a form tool, the automatic speech tool comprising a speech reception engine, a speech translation engine, a speech segmentation engine, and a long-tailed word generation engine, wherein:
invoking the automatic speech tool for implementing the method of any one of claims 1-7.
9. An automated speech tool to assist in the operation of a spreadsheet tool according to claim 8, wherein:
the voice receiving engine is used for receiving a voice sequence input by a user;
the voice conversion engine user converts the voice sequence input by the user into a text sequence;
the voice word segmentation engine performs word segmentation on the text sequence to obtain a plurality of word segmentation results;
and the long tail word generation engine obtains a plurality of long tail words based on the plurality of word segmentation results.
10. A computer-readable storage medium having stored thereon computer-executable program instructions that, when executed by an integrated circuit chip comprising a processor and a memory, perform some or all of the steps of the method of any of claims 1-7.
CN202110290136.0A 2021-03-18 2021-03-18 Excel automatic voice tool calling method Active CN113127105B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202110290136.0A CN113127105B (en) 2021-03-18 2021-03-18 Excel automatic voice tool calling method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110290136.0A CN113127105B (en) 2021-03-18 2021-03-18 Excel automatic voice tool calling method

Publications (2)

Publication Number Publication Date
CN113127105A true CN113127105A (en) 2021-07-16
CN113127105B CN113127105B (en) 2022-06-10

Family

ID=76773521

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202110290136.0A Active CN113127105B (en) 2021-03-18 2021-03-18 Excel automatic voice tool calling method

Country Status (1)

Country Link
CN (1) CN113127105B (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113205805A (en) * 2021-03-18 2021-08-03 福建马恒达信息科技有限公司 Convenient operation method for voice plug-in assisted form
CN116049294A (en) * 2023-03-27 2023-05-02 北京大学深圳研究生院 Excel operation method, device, equipment and storage medium

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5333266A (en) * 1992-03-27 1994-07-26 International Business Machines Corporation Method and apparatus for message handling in computer systems
US20140293997A1 (en) * 2011-12-29 2014-10-02 Huawei Technologies Co., Ltd. Method, Apparatus, and System for Implementing VOIP Call in Cloud Computing Environment
CN106356059A (en) * 2015-07-17 2017-01-25 中兴通讯股份有限公司 Voice control method, device and projector
CN109032731A (en) * 2018-07-09 2018-12-18 西安电子科技大学 A kind of voice interface method and system based on semantic understanding of oriented manipulation system
CN109597601A (en) * 2018-12-03 2019-04-09 苏州提点信息科技有限公司 A kind of kitchen display system for supporting voice operating
CN109801620A (en) * 2017-11-16 2019-05-24 棣南股份有限公司 The sound control method and speech control system of document software for editing
CN110619878A (en) * 2019-10-17 2019-12-27 苏州思必驰信息科技有限公司 Voice interaction method and device for office system
CN110968245A (en) * 2019-12-05 2020-04-07 深圳乐华高科实业有限公司 Operation method for controlling office software through voice

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5333266A (en) * 1992-03-27 1994-07-26 International Business Machines Corporation Method and apparatus for message handling in computer systems
US20140293997A1 (en) * 2011-12-29 2014-10-02 Huawei Technologies Co., Ltd. Method, Apparatus, and System for Implementing VOIP Call in Cloud Computing Environment
CN106356059A (en) * 2015-07-17 2017-01-25 中兴通讯股份有限公司 Voice control method, device and projector
CN109801620A (en) * 2017-11-16 2019-05-24 棣南股份有限公司 The sound control method and speech control system of document software for editing
CN109032731A (en) * 2018-07-09 2018-12-18 西安电子科技大学 A kind of voice interface method and system based on semantic understanding of oriented manipulation system
CN109597601A (en) * 2018-12-03 2019-04-09 苏州提点信息科技有限公司 A kind of kitchen display system for supporting voice operating
CN110619878A (en) * 2019-10-17 2019-12-27 苏州思必驰信息科技有限公司 Voice interaction method and device for office system
CN110968245A (en) * 2019-12-05 2020-04-07 深圳乐华高科实业有限公司 Operation method for controlling office software through voice

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113205805A (en) * 2021-03-18 2021-08-03 福建马恒达信息科技有限公司 Convenient operation method for voice plug-in assisted form
CN113205805B (en) * 2021-03-18 2024-02-20 福建马恒达信息科技有限公司 Convenient table operation method assisted by voice plug-in
CN116049294A (en) * 2023-03-27 2023-05-02 北京大学深圳研究生院 Excel operation method, device, equipment and storage medium

Also Published As

Publication number Publication date
CN113127105B (en) 2022-06-10

Similar Documents

Publication Publication Date Title
US20210406476A1 (en) Method, electronic device, and storage medium for extracting event from text
CN107992585B (en) Universal label mining method, device, server and medium
US10796224B2 (en) Image processing engine component generation method, search method, terminal, and system
EP3933657A1 (en) Conference minutes generation method and apparatus, electronic device, and computer-readable storage medium
US20150325237A1 (en) User query history expansion for improving language model adaptation
CN113127105B (en) Excel automatic voice tool calling method
TW202020691A (en) Feature word determination method and device and server
CN109032731B (en) Voice interaction method and system based on semantic understanding and oriented to operating system
JP7159248B2 (en) Review information processing method, apparatus, computer equipment and medium
CN111968631B (en) Interaction method, device, equipment and storage medium of intelligent equipment
US11853689B1 (en) Computer-implemented presentation of synonyms based on syntactic dependency
WO2019042349A1 (en) Translation method, mobile terminal and storage device of operating system framework
CN112181253A (en) Information display method and device and electronic equipment
CN111722893A (en) Method and device for interaction of graphical user interface of electronic equipment and terminal equipment
CN113157351B (en) Voice plug-in construction method for quickly calling form tool
CN115469849B (en) Service processing system, method, electronic equipment and storage medium
WO2019148797A1 (en) Natural language processing method, device, computer apparatus, and storage medium
CN113157350B (en) Office auxiliary system and method based on voice recognition
EP3869505A2 (en) Method, apparatus, system, electronic device for processing information and storage medium
CN110276001B (en) Checking page identification method and device, computing equipment and medium
CN114064010A (en) Front-end code generation method, device, system and storage medium
CN109828775B (en) WEB management system and method for multilingual translation text content
KR20220084598A (en) System and method for recognizing drawing in image format
CN108092875B (en) Expression providing method, medium, device and computing equipment
CN112989066A (en) Data processing method and device, electronic equipment and computer readable medium

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant