BR112015019803A2 - predição de texto com base em múltiplos modelos de linguagem - Google Patents

predição de texto com base em múltiplos modelos de linguagem

Info

Publication number
BR112015019803A2
BR112015019803A2 BR112015019803A BR112015019803A BR112015019803A2 BR 112015019803 A2 BR112015019803 A2 BR 112015019803A2 BR 112015019803 A BR112015019803 A BR 112015019803A BR 112015019803 A BR112015019803 A BR 112015019803A BR 112015019803 A2 BR112015019803 A2 BR 112015019803A2
Authority
BR
Brazil
Prior art keywords
dictionaries
language model
predictions
combined
text
Prior art date
Application number
BR112015019803A
Other languages
English (en)
Inventor
Rudchenko Dmytro
G Krivosheev Gleb
Almog Itai
A Grieves Jason
Sundararajan Parthasarathy
S Paek Timothy
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 BR112015019803A2 publication Critical patent/BR112015019803A2/pt

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)
  • Input From Keyboards Or The Like (AREA)
  • Document Processing Apparatus (AREA)

Abstract

resumo patente de invenção: "predição de texto com base em múltiplos modelos de linguagem". a presente invenção refere-se a uma ou mais implementações, onde candidatos de predição de texto que correspondem a caracteres de texto detectados são gerados de acordo com um modelo de linguagem adaptável. o modelo de linguagem adaptável pode estar configurado para incluir múltiplos dicionários de modelo de linguagem individuais que têm respectivos dados de pontuação que são combinados juntos para classificar e selecionar os candidatos de predição para diferentes cenários de interação. além de um dicionário de população geral predefinido, os dicionários podem incluir um dicionário personalizado e/ou dicionários específicos de interação que são aprendidos monitorando uma atividade de digitação do usuário para adaptar as predições ao estilo do usuário. probabilidades combinadas para predições são então computadas como uma combinação ponderada de probabilidades individuais de múltiplos dicionários do modelo de linguagem adaptável. em uma implementação, os dicionários que correspondem a múltiplas diferentes linguagens podem ser combinados para produzir predições multilinguais.
BR112015019803A 2013-03-14 2014-03-10 predição de texto com base em múltiplos modelos de linguagem BR112015019803A2 (pt)

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
BR112015019803A2 true BR112015019803A2 (pt) 2017-07-18

Family

ID=50442642

Family Applications (1)

Application Number Title Priority Date Filing Date
BR112015019803A BR112015019803A2 (pt) 2013-03-14 2014-03-10 predição de texto com base em múltiplos modelos de linguagem

Country Status (17)

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

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Also Published As

Publication number Publication date
CL2015002614A1 (es) 2016-04-08
CN105229575B (zh) 2018-01-26
IL240029A0 (en) 2015-09-24
EP2972690A1 (en) 2016-01-20
CA2899779A1 (en) 2014-09-25
JP2016519349A (ja) 2016-06-30
RU2015138987A (ru) 2017-03-16
KR20150131040A (ko) 2015-11-24
SG11201507015PA (en) 2015-10-29
AU2014237534A1 (en) 2015-08-06
CN105229575A (zh) 2016-01-06
RU2015138987A3 (pt) 2018-03-19
EP2972690B1 (en) 2017-04-19
HK1215080A1 (zh) 2016-08-12
WO2014150104A1 (en) 2014-09-25
US20140267045A1 (en) 2014-09-18
MX2015012828A (es) 2016-02-03
ZA201505643B (en) 2016-12-21
PH12015501583B1 (en) 2015-10-05
PH12015501583A1 (en) 2015-10-05

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Legal Events

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B06F Objections, documents and/or translations needed after an examination request according [chapter 6.6 patent gazette]
B08F Application dismissed because of non-payment of annual fees [chapter 8.6 patent gazette]

Free format text: REFERENTE A 6A ANUIDADE.

B08K Patent lapsed as no evidence of payment of the annual fee has been furnished to inpi [chapter 8.11 patent gazette]

Free format text: REFERENTE AO DESPACHO 8.6 PUBLICADO NA RPI 2557 DE 07/01/2020.