MX2015012828A - Prediccion de texto basado en multiples modelos de idioma. - Google Patents

Prediccion de texto basado en multiples modelos de idioma.

Info

Publication number
MX2015012828A
MX2015012828A MX2015012828A MX2015012828A MX2015012828A MX 2015012828 A MX2015012828 A MX 2015012828A MX 2015012828 A MX2015012828 A MX 2015012828A MX 2015012828 A MX2015012828 A MX 2015012828A MX 2015012828 A MX2015012828 A MX 2015012828A
Authority
MX
Mexico
Prior art keywords
dictionaries
language model
predictions
combined
user
Prior art date
Application number
MX2015012828A
Other languages
English (en)
Inventor
Jason A Grieves
Dmytro Rudchenko
Parthasarathy Sundararajan
Timothy A Paek
Itai Almog
Gleb G Krivosheev
Original Assignee
Microsoft Technology Licensing Llc
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 Microsoft Technology Licensing Llc filed Critical Microsoft Technology Licensing Llc
Publication of MX2015012828A publication Critical patent/MX2015012828A/es

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/237—Lexical tools
    • G06F40/242—Dictionaries
    • 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
    • G06F3/02—Input arrangements using manually operated switches, e.g. using keyboards or dials
    • G06F3/023—Arrangements for converting discrete items of information into a coded form, e.g. arrangements for interpreting keyboard generated codes as alphanumeric codes, operand codes or instruction codes
    • G06F3/0233—Character input methods
    • G06F3/0237—Character input methods using prediction or retrieval techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/274—Converting codes to words; Guess-ahead of partial word inputs
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/232—Orthographic correction, e.g. spell checking or vowelisation

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Artificial Intelligence (AREA)
  • Human Computer Interaction (AREA)
  • Machine Translation (AREA)
  • User Interface Of Digital Computer (AREA)
  • Document Processing Apparatus (AREA)
  • Input From Keyboards Or The Like (AREA)

Abstract

En una o más implementaciones, los candidatos de predicción de texto que corresponden a caracteres de texto detectados se generan de acuerdo con un modelo de idioma adaptable. El modelo de idioma adaptable puede configurarse para incluir múltiples diccionarios de modelos de idioma individuales que tienen datos de puntuación respectivos que se combinan juntos para clasificar y seleccionar candidatos de predicción para diferentes escenarios de interacción. Además de un diccionario de población general pre-definido, los diccionarios pueden incluir un diccionario personalizado y/o diccionarios de interacción- específica que se aprenden al supervisar una actividad de escritura de un usuario para adaptar las predicciones al estilo del usuario. Después probabilidades combinadas para predicciones se calculan como combinación ponderada de probabilidades individuales a partir de múltiples diccionarios del modelo de idioma adaptable. En una implementación, los diccionarios que corresponden a múltiples idiomas diferentes pueden combinarse para producir predicciones multilingües.
MX2015012828A 2013-03-14 2014-03-10 Prediccion de texto basado en multiples modelos de idioma. MX2015012828A (es)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US13/830,614 US20140267045A1 (en) 2013-03-14 2013-03-14 Adaptive Language Models for Text Predictions
PCT/US2014/022233 WO2014150104A1 (en) 2013-03-14 2014-03-10 Text prediction based on multiple language models

Publications (1)

Publication Number Publication Date
MX2015012828A true MX2015012828A (es) 2016-02-03

Family

ID=50442642

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2015012828A MX2015012828A (es) 2013-03-14 2014-03-10 Prediccion de texto basado en multiples modelos de idioma.

Country Status (17)

Country Link
US (1) US20140267045A1 (es)
EP (1) EP2972690B1 (es)
JP (1) JP2016519349A (es)
KR (1) KR20150131040A (es)
CN (1) CN105229575B (es)
AU (1) AU2014237534A1 (es)
BR (1) BR112015019803A2 (es)
CA (1) CA2899779A1 (es)
CL (1) CL2015002614A1 (es)
HK (1) HK1215080A1 (es)
IL (1) IL240029A0 (es)
MX (1) MX2015012828A (es)
PH (1) PH12015501583A1 (es)
RU (1) RU2015138987A (es)
SG (1) SG11201507015PA (es)
WO (1) WO2014150104A1 (es)
ZA (1) ZA201505643B (es)

Families Citing this family (50)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10191654B2 (en) 2009-03-30 2019-01-29 Touchtype Limited System and method for inputting text into electronic devices
US9424246B2 (en) 2009-03-30 2016-08-23 Touchtype Ltd. System and method for inputting text into electronic devices
GB0905457D0 (en) 2009-03-30 2009-05-13 Touchtype Ltd System and method for inputting text into electronic devices
US20140208258A1 (en) * 2013-01-22 2014-07-24 Jenny Yuen Predictive Input Using Custom Dictionaries
US20150019539A1 (en) * 2013-07-15 2015-01-15 Blackberry Limited Methods and devices for providing a text prediction
US10049656B1 (en) * 2013-09-20 2018-08-14 Amazon Technologies, Inc. Generation of predictive natural language processing models
JP5932869B2 (ja) 2014-03-27 2016-06-08 インターナショナル・ビジネス・マシーンズ・コーポレーションＩｎｔｅｒｎａｔｉｏｎａｌ Ｂｕｓｉｎｅｓｓ Ｍａｃｈｉｎｅｓ Ｃｏｒｐｏｒａｔｉｏｎ Ｎ−ｇｒａｍ言語モデルの教師無し学習方法、学習装置、および学習プログラム
US9477653B2 (en) * 2014-06-26 2016-10-25 Blackberry Limited Character entry for an electronic device using a position sensing keyboard
US9799049B2 (en) * 2014-12-15 2017-10-24 Nuance Communications, Inc. Enhancing a message by providing supplemental content in the message
US20160170971A1 (en) * 2014-12-15 2016-06-16 Nuance Communications, Inc. Optimizing a language model based on a topic of correspondence messages
CN104571874B (zh) * 2015-02-13 2018-10-30 上海触乐信息科技有限公司 动态切换键盘背景的方法和装置
US9697194B2 (en) 2015-06-08 2017-07-04 International Business Machines Corporation Contextual auto-correct dictionary
US10403271B2 (en) 2015-06-11 2019-09-03 Nice Ltd. System and method for automatic language model selection
US20170018268A1 (en) * 2015-07-14 2017-01-19 Nuance Communications, Inc. Systems and methods for updating a language model based on user input
US10042841B2 (en) 2015-07-17 2018-08-07 International Business Machines Corporation User based text prediction
US9588966B2 (en) * 2015-07-21 2017-03-07 Facebook, Inc. Data sorting for language processing such as POS tagging
US10186255B2 (en) * 2016-01-16 2019-01-22 Genesys Telecommunications Laboratories, Inc. Language model customization in speech recognition for speech analytics
KR102462365B1 (ko) * 2016-02-29 2022-11-04 삼성전자주식회사 사용자 데모그래픽 정보 및 콘텍스트 정보에 기초한 텍스트 입력 예측 방법 및 장치
JP2017167955A (ja) * 2016-03-17 2017-09-21 富士通株式会社 入力支援装置、入力支援プログラム、及び入力支援方法
US9996532B2 (en) * 2016-06-17 2018-06-12 Microsoft Technology Licensing, Llc Systems and methods for building state specific multi-turn contextual language understanding systems
EP3422165A4 (en) * 2016-06-22 2019-04-17 Huawei Technologies Co., Ltd. METHOD AND DEVICE FOR DISPLAYING CANDIDATE WORDS AND GRAPHICAL USER INTERFACE
GB201610984D0 (en) 2016-06-23 2016-08-10 Microsoft Technology Licensing Llc Suppression of input images
US10255268B2 (en) 2017-01-30 2019-04-09 International Business Machines Corporation Text prediction using multiple devices
US10558749B2 (en) 2017-01-30 2020-02-11 International Business Machines Corporation Text prediction using captured image from an image capture device
US10747427B2 (en) * 2017-02-01 2020-08-18 Google Llc Keyboard automatic language identification and reconfiguration
US11520412B2 (en) * 2017-03-06 2022-12-06 Microsoft Technology Licensing, Llc Data input system/example generator
US10318632B2 (en) * 2017-03-14 2019-06-11 Microsoft Technology Licensing, Llc Multi-lingual data input system
US10754441B2 (en) 2017-04-26 2020-08-25 Microsoft Technology Licensing, Llc Text input system using evidence from corrections
US20180349348A1 (en) * 2017-06-05 2018-12-06 Blackberry Limited Generating predictive texts on an electronic device
WO2019045441A1 (en) * 2017-08-29 2019-03-07 Samsung Electronics Co., Ltd. METHOD FOR PROVIDING MULTIMODAL PREDICTIONS BASED ON COGNITIVE SEMIOTICS AND ASSOCIATED ELECTRONIC DEVICE
KR20190024072A (ko) * 2017-08-31 2019-03-08 필아이티 주식회사 가상 키보드를 통하여 입력받은 문자열을 교정하는 모바일 장치 및 방법
KR20190024071A (ko) * 2017-08-31 2019-03-08 필아이티 주식회사 가상 키보드에서 추천어를 제공하는 모바일 장치 및 방법
CN107704102B (zh) * 2017-10-09 2021-08-03 北京新美互通科技有限公司 一种文本输入方法及装置
US10409898B2 (en) * 2017-11-17 2019-09-10 Adobe Inc. Generating a targeted summary of textual content tuned to a target audience vocabulary
US10915183B2 (en) * 2018-03-30 2021-02-09 AVAST Software s.r.o. Automatic language selection in messaging application
CN110321012A (zh) * 2018-03-30 2019-10-11 北京金山安全软件有限公司 一种空上文词预测方法、装置及电子设备
CN109062888B (zh) * 2018-06-04 2023-03-31 昆明理工大学 一种出现错误文本输入时的自纠正方法
CN108932069B (zh) * 2018-07-11 2023-04-07 科大讯飞股份有限公司 输入法候选词条确定方法、装置、设备及可读存储介质
KR20200046185A (ko) * 2018-10-18 2020-05-07 삼성전자주식회사 전자 장치 및 이의 제어 방법
US11023503B2 (en) * 2018-12-13 2021-06-01 Textio, Inc. Suggesting text in an electronic document
EP3703381A1 (en) * 2019-02-28 2020-09-02 InterDigital CE Patent Holdings Method and device for the search of content based on user search habits
US10929596B2 (en) * 2019-05-15 2021-02-23 International Business Machines Corporation Pattern based electronic dictionary modification and presentation
US11017157B2 (en) * 2019-05-15 2021-05-25 International Business Machines Corporation Group pattern based electronic dictionary modification and presentation
KR20210026962A (ko) 2019-09-02 2021-03-10 삼성전자주식회사 보이스 어시스턴트 서비스를 제공하는 장치 및 방법
KR20210052958A (ko) * 2019-11-01 2021-05-11 엘지전자 주식회사 인공 지능 서버
US11516155B1 (en) * 2019-12-20 2022-11-29 Twitter, Inc. Hard and soft ranking messages of conversation graphs in a messaging platform
US11501067B1 (en) * 2020-04-23 2022-11-15 Wells Fargo Bank, N.A. Systems and methods for screening data instances based on a target text of a target corpus
CN112149408B (zh) * 2020-09-18 2022-11-08 北京有竹居网络技术有限公司 标题生成方法、训练方法、装置、电子设备和存储介质
KR20220083959A (ko) 2020-12-12 2022-06-21 이승훈 음주운전 및 졸음운전 방지 장치
US11657216B2 (en) * 2021-05-20 2023-05-23 International Business Machines Corporation Input text management

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2000235571A (ja) * 1999-02-16 2000-08-29 Toshiba Corp 用例辞書作成装置
WO2008120033A1 (en) * 2007-03-29 2008-10-09 Nokia Corporation Prioritizing words based on content of input
US7953692B2 (en) * 2007-12-07 2011-05-31 Microsoft Corporation Predicting candidates using information sources
GB0905457D0 (en) * 2009-03-30 2009-05-13 Touchtype Ltd System and method for inputting text into electronic devices
US8782556B2 (en) * 2010-02-12 2014-07-15 Microsoft Corporation User-centric soft keyboard predictive technologies
EP2545426A4 (en) * 2010-03-12 2017-05-17 Nuance Communications, Inc. Multimodal text input system, such as for use with touch screens on mobile phones
US8635061B2 (en) * 2010-10-14 2014-01-21 Microsoft Corporation Language identification in multilingual text
WO2012090027A1 (en) * 2010-12-30 2012-07-05 Nokia Corporation Language models for input text prediction
US8977553B2 (en) * 2012-07-30 2015-03-10 Google Inc. Dynamic adjustment of text input system components
US8965754B2 (en) * 2012-11-20 2015-02-24 International Business Machines Corporation Text prediction using environment hints

Also Published As

Publication number Publication date
BR112015019803A2 (pt) 2017-07-18
EP2972690B1 (en) 2017-04-19
CN105229575A (zh) 2016-01-06
PH12015501583B1 (en) 2015-10-05
RU2015138987A (ru) 2017-03-16
CN105229575B (zh) 2018-01-26
AU2014237534A1 (en) 2015-08-06
IL240029A0 (en) 2015-09-24
WO2014150104A1 (en) 2014-09-25
RU2015138987A3 (es) 2018-03-19
EP2972690A1 (en) 2016-01-20
HK1215080A1 (zh) 2016-08-12
CL2015002614A1 (es) 2016-04-08
ZA201505643B (en) 2016-12-21
US20140267045A1 (en) 2014-09-18
JP2016519349A (ja) 2016-06-30
CA2899779A1 (en) 2014-09-25
SG11201507015PA (en) 2015-10-29
KR20150131040A (ko) 2015-11-24
PH12015501583A1 (en) 2015-10-05

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