CN101079037A - Chinese character library updating method and system - Google Patents

Chinese character library updating method and system Download PDF

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CN101079037A
CN101079037A CN 200610061369 CN200610061369A CN101079037A CN 101079037 A CN101079037 A CN 101079037A CN 200610061369 CN200610061369 CN 200610061369 CN 200610061369 A CN200610061369 A CN 200610061369A CN 101079037 A CN101079037 A CN 101079037A
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dictionary
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oriented
data
chinese
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CN100472524C (en
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余祥鑫
张会鹏
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Tencent Technology Shenzhen Co Ltd
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Tencent Technology Shenzhen Co Ltd
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Abstract

The invention discloses a Chinese word bank updated system, which is characterized by the following: connecting the Chinese word bank and Chinese input module; comprising core dictionary and user dictionary in terminal device; also comprising synchronous module in the terminal device; connecting to server through net connection; storing dictionary data corresponding to the user dictionary with the server; making the dictionary data of the user dictionary and the server synchronism with the synchronous module. This invention also discloses a corresponding Chinese word bank updated method. This invention is convenient for inputting of Chinese phrase and can increase efficiency of Chinese input.

Description

A kind of Chinese vocabulary bank update system and method
Technical field
The present invention relates to field of computer technology, more particularly, relate to a kind of Chinese vocabulary bank update system and method.
Background technology
When carrying out input in Chinese, to use the input in Chinese system usually by input equipments such as computing machines.The input in Chinese system is a tool software that runs on the operating system, and it is used for the media data of the coding of keyboard input or the input of other non-keyboards is converted to the Chinese character input.At present, the input in Chinese system can be divided into keyboard input and non-keyboard input, and uses the widest input in Chinese software that just is based on keyboard.
Keyboard input in Chinese system is the software that utilizes keyboard and import Chinese character according to certain coding rule.Because the key number on the keyboard is limited, and the number of words of Chinese character has several ten thousand, therefore must encode, and be, thereby can import the coding of certain Chinese character by keyboard with the binding on these codings and the keyboard to Chinese character, become Chinese character according to code conversion then.At present, the input of Chinese character is adopted usually the sound of Chinese character, shape or adopted and specific key is interrelated, and makes up the input of finishing Chinese character again.Non-keyboard input in Chinese system then comprises hand-written input system, voice entry system, OCR input system etc.
The input in Chinese system also has learning functionality now, can learn the speech or the phrase of user's input, promptly after importing a certain speech or phrase for the first time, when importing identical speech or phrase for the second time, only need first word of input can show follow-up word automatically, perhaps can show this speech or phrase, thereby make things convenient for input by the code of writing a Chinese character in simplified form.
As shown in Figure 1, general input in Chinese system includes user interface (User Interface) module 11, alternative word enquiry module 12, core lexicon 13, user-oriented dictionary 14 and self-learning module 15.Wherein user interface 11 modules are finished the mutual of input in Chinese system and user, obtain phonetic or other codings of user's input; Alternative word enquiry module 12 obtains the alternative word of a most probable sequence, speech or phrase according to search algorithm searching core dictionary 13 and user-oriented dictionary 14; Core lexicon 13 is the dictionaries that provided by system, and this dictionary can not change after the input system installation; User-oriented dictionary 14 is word, speech or phrases of user oneself definition, and perhaps the user of system's self study in use imports the speech of generation, the dictionary that phrase is formed, and constantly increases with user's use; Self-learning module 15 is used to learn the speech or the phrase of user's input, and speech, the phrase that core lexicon and user-oriented dictionary do not have joined user-oriented dictionary.
Yet, the user-oriented dictionary of above-mentioned input in Chinese system all is stored in local memory storage, if use the speech of input in Chinese system generation and join user-oriented dictionary at certain input equipment, then when another input equipment uses identical input in Chinese system to import identical speech, must redefine this speech, and join the user-oriented dictionary of the input in Chinese system of current input equipment.Be that the user needs to define respectively identical user's speech in all input equipments of its use, generate user-oriented dictionary, very inconvenience.When the user reinstalled the input in Chinese system, user-oriented dictionary tended to lose in addition, caused user former speech or phrase self-defining or that self study once obtains to be lost, and need redefine these speech or phrase.
Summary of the invention
The technical problem to be solved in the present invention is, at above-mentioned problem that can't the sharing users dictionary when different terminals carries out Chinese phrase or phrase input, provides a kind of Chinese vocabulary bank update system and method.
The technical scheme that the present invention solves the problems of the technologies described above is, a kind of Chinese vocabulary bank update system is provided, described Chinese vocabulary bank is connected with the input in Chinese module and includes core lexicon and the user-oriented dictionary that is positioned at terminal device, also comprise the synchronization module that is positioned at described terminal device and is connected to server by network, described server is used to preserve the dictionary data corresponding with user-oriented dictionary, and described synchronization module makes the dictionary data in described user-oriented dictionary and the server synchronous.
In a kind of Chinese vocabulary bank update system of the present invention, described server includes the Web-Based Dictionary module of dictionary data in the storage customer data base of dictionary data and foundation and the described customer data base of maintenance, and described Web-Based Dictionary module is connected with customer data base with synchronization module respectively.
In a kind of Chinese vocabulary bank update system of the present invention, described Web-Based Dictionary module is safeguarded the dictionary data of a plurality of different users in the customer data base according to user account number.
In a kind of Chinese vocabulary bank update system of the present invention, described synchronization module is regularly carried out the synchronous operation of the dictionary data in user-oriented dictionary and the customer data base by timer, perhaps carries out synchronous operation when starting or closing the input in Chinese module.
In a kind of Chinese vocabulary bank update system of the present invention, described synchronization module is carrying out user-oriented dictionary and dictionary data when synchronous, if early than the update time of dictionary data in the server, then upgrade user-oriented dictionary the update time of user-oriented dictionary according to described dictionary data; If the update time of dictionary data is early than the update time of user-oriented dictionary, then according to the dictionary data in the described user-oriented dictionary update service device.
In a kind of Chinese vocabulary bank update system of the present invention, described synchronization module uses and upgrades the judgement of sequence number parameter realization latest data, the Web-Based Dictionary module makes the renewal sequence number of dictionary data add 1 when client-requested is upgraded a dictionary data, and selects data to upgrade by the value of upgrading sequence number when upgrading.
The present invention also provides a kind of Chinese vocabulary bank update method, and described Chinese vocabulary bank is connected with the input in Chinese module and includes core lexicon and the user-oriented dictionary that is positioned at terminal device, may further comprise the steps:
(a) described user-oriented dictionary is stored Chinese phrase or phrase according to the input of input in Chinese module;
(b) make described user-oriented dictionary synchronous with the dictionary data that is arranged in the far-end server customer data base.
In a kind of Chinese vocabulary bank update method of the present invention, further may further comprise the steps:
(b1) update time of dictionary data in more described user-oriented dictionary and the customer data base;
(b2) if early than the update time of the dictionary data in the customer data base, then upgrade user-oriented dictionary the update time of user-oriented dictionary according to described dictionary data; If the update time of dictionary data is early than the update time of user-oriented dictionary, then according to the dictionary data in the described user-oriented dictionary updating user data storehouse.
In a kind of Chinese vocabulary bank update method of the present invention, further comprise in the described step (b1):
(b11) terminal sends user-oriented dictionary backup request message server, and described user-oriented dictionary backup request message comprises user account number, user cipher and dictionary Backup Data;
(b12) after server is received described user-oriented dictionary backup request message, checking user account number and password, and pass through the back in checking and back up user-oriented dictionary in customer data base.
Further comprise in the perhaps described step (b1):
(b1 ') terminal transmission user-oriented dictionary update inquiry information server, described user-oriented dictionary update inquiry information comprises user account number, user cipher, renewal sequence number;
After (b2 ') server is received described user-oriented dictionary update inquiry information, checking user account number and password, and calculate the dictionary data that last time, update request increased newly till now by the back according to upgrading sequence number in checking, read the user-oriented dictionary that increases newly;
(b3 ') Web-Based Dictionary module is returned the dictionary data that increases newly and is given terminal;
(b4 ') terminal joins local user-oriented dictionary to the dictionary data that increases newly.
A kind of Chinese vocabulary bank update system of the present invention and method by at server sharing users dictionary, have realized the synchronous of different terminals user-oriented dictionary.Thereby made things convenient for the input of Chinese phrase or phrase, and improved input in Chinese efficient.
Description of drawings
The invention will be further described below in conjunction with drawings and Examples, in the accompanying drawing:
Fig. 1 is the structural representation of existing input in Chinese system;
Fig. 2 is the structural representation of a kind of Chinese vocabulary bank update system of the present invention;
Fig. 3 is the process flow diagram of a kind of Chinese vocabulary bank update method of the present invention;
Fig. 4 is the process flow diagram of first embodiment of synchronous operation among Fig. 3;
Fig. 5 is the process flow diagram of second embodiment of synchronous operation among Fig. 3.
Embodiment
As shown in Figure 2, in a kind of Chinese vocabulary bank update system of the present invention, include the user-oriented dictionary 213 and the synchronization module 211 that are positioned at terminal 21, and the Web-Based Dictionary module 222 and the customer data base 221 that are positioned at server 22, wherein user-oriented dictionary 213 is connected to input in Chinese module 214, with core lexicon 212 jointly for input in Chinese module 214 provides word, speech or phrase, synchronization module 211 is connected to Web-Based Dictionary module 222 by network 23.Network 23 can be the arbitrary network of connecting terminal 21 and server 23, for example internet, wireless network, LAN (Local Area Network) etc.
Input in Chinese module 214 is used to realize the input of Chinese words or speech, and it can be keyboard load module, handwriting input module, voice input module or OCR load module etc.When underway cliction group or phrase input, input in Chinese module 214 is carried out the input of Chinese in conjunction with phrase in core lexicon 212 and the user-oriented dictionary 213 or phrase.Wherein core lexicon 212 is the core word bank that generated according to dictionary or corpus by the developer of input in Chinese module 214, and the data after installation in this dictionary can not change.And the data in the user-oriented dictionary 213 are word, speech or the phrase of user oneself definition, and input in Chinese module 214 in use learns the dictionary that word, speech, phrase that input generates are formed, and the data in this user-oriented dictionary 213 constantly increase with user's use.
Synchronization module 211 is used for the user-oriented dictionary on the terminal 21 213 is backuped to server 22.When backing up, can back up according to the operational order of input, also can schedule backup (for example every day, wait weekly), also can when starting or close input in Chinese module 214, back up.Synchronization module 211 also can download to the dictionary data of server 22 user-oriented dictionary 213 of terminal 21.When synchronization module 211 backs up, update date of user-oriented dictionary 213 early than customer data base 221 in during update time of corresponding dictionary data, use the more user-oriented dictionary 213 of new terminal 21 of above-mentioned dictionary data, thereby make the user change terminal or when terminal 21 is reinstalled input in Chinese module 214, can continue to use user-oriented dictionary 213.When upgrading terminal user's dictionary 213, can back up according to the operational order of input, also can regularly carry out (for example every day, wait weekly), also can when starting or close input in Chinese module 214, upgrade.
In addition, synchronization module 211 can use incremental backup or renewal when backing up and upgrade, and also can be full backup or renewal.And, can be during backup in conjunction with authorization informations such as user account number, user ciphers, thus prevent to obscure mutually with other people backup.Except adopting the latest data of judging update time in Backup Data and the user-oriented dictionary 213, synchronization module 211 also can be realized the latest data judgement by increasing renewal sequence number parameter, when being dictionary data of Web-Based Dictionary module 222 every renewals, make the renewal sequence number of dictionary data add 1, and when the user-oriented dictionary 213 of new terminal 21 more, select data to upgrade, and when upgrading user-oriented dictionary 213, make the renewal sequence number of user-oriented dictionary 213 equal the latest update sequence number of dictionary data by the value of relatively upgrading sequence number.For example the renewal sequence number of user-oriented dictionary 213 is 5, the renewal sequence number of corresponding dictionary data is 9, then synchronization module 211 arrives user-oriented dictionary 213 with the Data Update of upgrading sequence number 6-9 correspondence in the dictionary data in synchronous, makes the renewal sequence number of user-oriented dictionary 213 equal 9 simultaneously.
Store the dictionary data of the user-oriented dictionary 213 of counterpart terminal 21 in the customer data base 221.The dictionary data that can comprise corresponding a plurality of users' user-oriented dictionary 213 in the customer data base 221, and distinguish by user account number.
Web-Based Dictionary module 22 is used for creating or safeguard the dictionary data that (for example upgrading) customer data base 221 and user-oriented dictionary 213 are corresponding according to the instruction of synchronization module 211.Changing terminal or when terminal 21 is reinstalled input in Chinese module 214, upgrading local user-oriented dictionary 213, for example manually downloading the back and install by other modes.
As shown in Figure 3, be the process flow diagram of a kind of Chinese vocabulary bank update method of the present invention, wherein Chinese vocabulary bank is connected with input in Chinese module 214 and includes core lexicon 212 and the user-oriented dictionary 213 that is positioned at terminal 21, may further comprise the steps:
Step S31: user-oriented dictionary 213 is stored Chinese phrase or phrase according to the input of input in Chinese module 214, promptly increases the speech or the phrase of redetermination in user-oriented dictionary 213.This step can be carried out under following situation: by in zhang module 214 a self-defined speech or phrases; Learn a speech or phrase in the input in Chinese module 213 underway civilian input processes.
Step S32: make user-oriented dictionary 213 synchronous with the dictionary data that is arranged in far-end server 22 customer data bases 221.Carrying out when synchronous, at first relatively the update time of dictionary data in user-oriented dictionary 213 and the customer data base 221; If early than the update time of the dictionary data in the customer data base, then upgrade user-oriented dictionary 213 update time of user-oriented dictionary 213 according to described dictionary data; If then according to dictionary data in described user-oriented dictionary 213 updating user data storehouses, so just guaranteed in terminal 21 user-oriented dictionary 213 remain up-to-date early than the update time of user-oriented dictionary 213 update time of dictionary data.
In addition, also can realize synchronously by increasing renewal sequence number parameter, be that dictionary data of Web-Based Dictionary module 222 every renewals makes the renewal sequence number add 1, and when the user-oriented dictionary 214 of new terminal 21 more, make its value of upgrading sequence number equal the latest update sequence number of dictionary data, and when upgrading, select more that new data upgrades by the value of upgrading sequence number.
Be the dictionary data of other users in the difference server 22, carrying out when synchronous that terminal 21 is by the dictionary data in user account number and the user cipher update service device 22, perhaps according to dictionary data corresponding in user account number and the user cipher Download Server 22.
When carrying out synchronous operation, can realize regularly synchronously by timer.At timer expiry, carry out synchronous operation.Fixed above-mentioned timer can be arranged to every day or backup weekly, and strategy does not limit.
As shown in Figure 4, be the process flow diagram of first embodiment of synchronous operation among Fig. 3.Update time of user-oriented dictionary 213 than server 22 in update time of dictionary data when late, user-oriented dictionary 213 is backuped to server 22, promptly according to the dictionary data in the user-oriented dictionary 213 update service devices 22 (if there is not corresponding dictionary data in the server 22, the dictionary data of then newly-built user-oriented dictionary 213 correspondences), this step specifically comprises:
Step S41: send user-oriented dictionary 213 backup request message and determine 222 to the Web-Based Dictionary mould, user-oriented dictionary backup request message comprises the speech or the phrase of user account number, user cipher, user ID.This step can be carried out under following situation: speech of User Defined; Input in Chinese module 214 self studies to a speech or phrase; Timer expiry; Close input in Chinese module 214 etc.
Step S42: after Web-Based Dictionary module 222 is received the user-oriented dictionary backup request message of terminal 21, at first verify user account number and password, if the verification passes, backup user-oriented dictionary 213 is to customer data base 213 (promptly according to the dictionary data in the user-oriented dictionary 213 updating user data storehouses 213), and the renewal sequence number of renewal dictionary data.
Step S43: Web-Based Dictionary module 222 is returned acknowledge message and is given terminal 21.
As shown in Figure 5, be the process flow diagram of second embodiment of synchronous operation among Fig. 3.Update time of user-oriented dictionary 213 than server 22 in update time of dictionary data when Zao, upgrade user-oriented dictionary 213 according to the dictionary data in the server 22, this step specifically comprises:
Step S51: terminal 21 sends the user-oriented dictionary update inquiry information to Web-Based Dictionary module 222, and the user-oriented dictionary update inquiry information comprises user account number, user cipher, renewal sequence number.This step is carried out under following situation: manually boot a user-oriented dictionary update request; Timer expiry; Input in Chinese module 214 startups etc.
Step S52: Web-Based Dictionary module 222 is received the user-oriented dictionary update inquiry information of terminal 21, at first verify user account number and password, if the verification passes, then calculate the dictionary data that last time, update request increased newly till now, read the user-oriented dictionary that increases newly according to upgrading sequence number.
Step S53: the Web-Based Dictionary module is returned the dictionary data that increases newly and is given terminal 21.
Step S54: terminal 21 joins local user-oriented dictionary 213 to the dictionary data that increase newly, and makes the renewal sequence number of user-oriented dictionary 213 equal the latest update sequence number of dictionary data.
The above; only for the preferable embodiment of the present invention, but protection scope of the present invention is not limited thereto, and anyly is familiar with those skilled in the art in the technical scope that the present invention discloses; the variation that can expect easily or replacement all should be encompassed within protection scope of the present invention.Therefore, protection scope of the present invention should be as the criterion with the protection domain of claim.

Claims (10)

1, a kind of Chinese vocabulary bank update system, described Chinese vocabulary bank is connected with the input in Chinese module and includes core lexicon and the user-oriented dictionary that is positioned at terminal device, it is characterized in that, also comprise the synchronization module that is positioned at described terminal device and is connected to server by network, described server is used to preserve the dictionary data corresponding with user-oriented dictionary, and described synchronization module makes the dictionary data in described user-oriented dictionary and the server synchronous.
2, a kind of Chinese vocabulary bank update system according to claim 1, it is characterized in that, described server includes the Web-Based Dictionary module of dictionary data in the storage customer data base of dictionary data and foundation and the described customer data base of maintenance, and described Web-Based Dictionary module is connected with customer data base with synchronization module respectively.
3, a kind of Chinese vocabulary bank update system according to claim 2 is characterized in that, described Web-Based Dictionary module is safeguarded the dictionary data of a plurality of different users in the customer data base according to user account number.
4, a kind of Chinese vocabulary bank update system according to claim 2, it is characterized in that, described synchronization module is regularly carried out the synchronous operation of the dictionary data in user-oriented dictionary and the customer data base by timer, perhaps carries out synchronous operation when starting or closing the input in Chinese module.
5, a kind of Chinese vocabulary bank update system according to claim 1, it is characterized in that, described synchronization module is carrying out user-oriented dictionary and dictionary data when synchronous, if early than the update time of dictionary data in the server, then upgrade user-oriented dictionary the update time of user-oriented dictionary according to described dictionary data; If the update time of dictionary data is early than the update time of user-oriented dictionary, then according to the dictionary data in the described user-oriented dictionary update service device.
6, a kind of Chinese vocabulary bank update system according to claim 1, it is characterized in that, described synchronization module uses and upgrades the judgement of sequence number parameter realization latest data, the Web-Based Dictionary module makes the renewal sequence number add 1 when upgrading a dictionary data, and selects data to upgrade by the value of upgrading sequence number when the request of terminal synchronizes module is upgraded.
7, a kind of Chinese vocabulary bank update method, described Chinese vocabulary bank is connected with the input in Chinese module and includes core lexicon and the user-oriented dictionary that is positioned at terminal device, it is characterized in that, may further comprise the steps:
(a) described user-oriented dictionary is stored Chinese phrase or phrase according to the input of input in Chinese module;
(b) make described user-oriented dictionary synchronous with the dictionary data that is arranged in the far-end server customer data base.
8, a kind of Chinese vocabulary bank update method according to claim 7 is characterized in that, in the described step (b), further may further comprise the steps:
(b1) update time of dictionary data in more described user-oriented dictionary and the customer data base;
(b2) if early than the update time of the dictionary data in the customer data base, then upgrade user-oriented dictionary the update time of user-oriented dictionary according to described dictionary data; If the update time of dictionary data is early than the update time of user-oriented dictionary, then according to the dictionary data in the described user-oriented dictionary updating user data storehouse.
9, a kind of Chinese vocabulary bank update method according to claim 8 is characterized in that, further comprises in the described step (b1):
(b11) terminal sends user-oriented dictionary backup request message server, and described user-oriented dictionary backup request message comprises user account number, user cipher and dictionary Backup Data;
(b12) after server is received described user-oriented dictionary backup request message, checking user account number and password, and pass through the back in checking and back up user-oriented dictionary in customer data base.
10, a kind of Chinese vocabulary bank update method according to claim 8 is characterized in that, further comprises in the described step (b1):
(b1 ') terminal transmission user-oriented dictionary update inquiry information server, described user-oriented dictionary update inquiry information comprises user account number, user cipher, renewal sequence number;
After (b2 ') server is received described user-oriented dictionary update inquiry information, checking user account number and password, and calculate the dictionary data that last time, update request increased newly till now by the back according to upgrading sequence number in checking, read the user-oriented dictionary that increases newly;
(b3 ') Web-Based Dictionary module is returned the dictionary data that increases newly and is given terminal;
(b4 ') terminal joins local user-oriented dictionary to the dictionary data that increases newly.
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Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2008128473A1 (en) * 2007-04-20 2008-10-30 Beijing Sogou Technology Development Co., Ltd. Method and system of updating user word stock synchronouslly
CN101178741B (en) * 2007-12-24 2010-06-23 腾讯科技(深圳)有限公司 Method and device for updating user's word stock
CN101470642B (en) * 2007-12-25 2011-05-18 英业达股份有限公司 Personal data backup system and method thereof
CN102209083A (en) * 2010-03-31 2011-10-05 北京搜狗科技发展有限公司 Method and server for synchronous update of user lexicon and input method system
CN103139273A (en) * 2011-12-05 2013-06-05 英顺源(上海)科技有限公司 System of word bank share and installation and verification of enterprise local area network and method thereof
CN104885071A (en) * 2012-10-17 2015-09-02 纽昂斯通信有限公司 Multiple device intelligent language model synchronization
CN105378764A (en) * 2013-07-12 2016-03-02 微软技术许可有限责任公司 Interactive concept editing in computer-human interactive learning
CN109542248A (en) * 2018-11-16 2019-03-29 上海二三四五网络科技有限公司 A kind of control method and control device of incremental update dictionary data
CN109617950A (en) * 2018-11-26 2019-04-12 杭州涂鸦信息技术有限公司 A kind of data-updating method, device, equipment and readable storage medium storing program for executing
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Cited By (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2008128473A1 (en) * 2007-04-20 2008-10-30 Beijing Sogou Technology Development Co., Ltd. Method and system of updating user word stock synchronouslly
CN101178741B (en) * 2007-12-24 2010-06-23 腾讯科技(深圳)有限公司 Method and device for updating user's word stock
CN101470642B (en) * 2007-12-25 2011-05-18 英业达股份有限公司 Personal data backup system and method thereof
CN102209083A (en) * 2010-03-31 2011-10-05 北京搜狗科技发展有限公司 Method and server for synchronous update of user lexicon and input method system
CN102209083B (en) * 2010-03-31 2015-03-18 北京搜狗科技发展有限公司 Method and server for synchronous update of user lexicon and input method system
CN103139273A (en) * 2011-12-05 2013-06-05 英顺源(上海)科技有限公司 System of word bank share and installation and verification of enterprise local area network and method thereof
CN104885071A (en) * 2012-10-17 2015-09-02 纽昂斯通信有限公司 Multiple device intelligent language model synchronization
CN104885071B (en) * 2012-10-17 2019-05-28 纽昂斯通信有限公司 More device intelligence language models are synchronous
CN105378764A (en) * 2013-07-12 2016-03-02 微软技术许可有限责任公司 Interactive concept editing in computer-human interactive learning
CN105378764B (en) * 2013-07-12 2018-08-17 微软技术许可有限责任公司 Interactive concept editor in computer-human's interactive learning
US10372815B2 (en) 2013-07-12 2019-08-06 Microsoft Technology Licensing, Llc Interactive concept editing in computer-human interactive learning
US11023677B2 (en) 2013-07-12 2021-06-01 Microsoft Technology Licensing, Llc Interactive feature selection for training a machine learning system and displaying discrepancies within the context of the document
CN109542248A (en) * 2018-11-16 2019-03-29 上海二三四五网络科技有限公司 A kind of control method and control device of incremental update dictionary data
CN109617950A (en) * 2018-11-26 2019-04-12 杭州涂鸦信息技术有限公司 A kind of data-updating method, device, equipment and readable storage medium storing program for executing
CN112256669A (en) * 2020-09-27 2021-01-22 北京三快在线科技有限公司 Data processing method and device, electronic equipment and readable storage medium

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