WO2007070558A3 - Language translation using a hybrid network of human and machine translators - Google Patents

Language translation using a hybrid network of human and machine translators Download PDF

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Publication number
WO2007070558A3
WO2007070558A3 PCT/US2006/047508 US2006047508W WO2007070558A3 WO 2007070558 A3 WO2007070558 A3 WO 2007070558A3 US 2006047508 W US2006047508 W US 2006047508W WO 2007070558 A3 WO2007070558 A3 WO 2007070558A3
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WO
WIPO (PCT)
Prior art keywords
translation
reputation
translators
results
language
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Application number
PCT/US2006/047508
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French (fr)
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WO2007070558A2 (en
Inventor
John Shore
Ed Bice
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Meadan Inc
John Shore
Ed Bice
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Publication date
Application filed by Meadan Inc, John Shore, Ed Bice filed Critical Meadan Inc
Publication of WO2007070558A2 publication Critical patent/WO2007070558A2/en
Publication of WO2007070558A3 publication Critical patent/WO2007070558A3/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/40Processing or translation of natural language
    • G06F40/58Use of machine translation, e.g. for multi-lingual retrieval, for server-side translation for client devices or for real-time translation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/40Processing or translation of natural language
    • G06F40/42Data-driven translation
    • G06F40/47Machine-assisted translation, e.g. using translation memory

Abstract

A Hybrid Distributed Network Language Translation (HDNLT) system having a distributed network of human and machine translators that communicate electronically and provide for the translation of material in source language. Individual translators receive a reputation that reflects their translation competency, reliability and accuracy. An individual translator's reputation is adjusted dynamically with feedback from other translators and/or comparison of their translation results to translations from those with known high reputation and to the final translation results. Additionally, translations are produced statistically, first by breaking input source text into fragments, sending each fragment redundantly to a number of translators with varying levels of reputation. The results of these translations are assembled taking into account (giving weight to) the translator reputation of each translator, the statistical properties of the translation results, the statistical correlation of preferred results to target language fragments, the properties of the particular language and other relevant factors.
PCT/US2006/047508 2005-12-12 2006-12-12 Language translation using a hybrid network of human and machine translators WO2007070558A2 (en)

Applications Claiming Priority (2)

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US74953005P 2005-12-12 2005-12-12
US60/749,530 2005-12-12

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WO2007070558A2 WO2007070558A2 (en) 2007-06-21
WO2007070558A3 true WO2007070558A3 (en) 2008-06-05

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US (1) US8145472B2 (en)
WO (1) WO2007070558A2 (en)

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