WO2004001623A3 - Constructing a translation lexicon from comparable, non-parallel corpora - Google Patents

Constructing a translation lexicon from comparable, non-parallel corpora Download PDF

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Publication number
WO2004001623A3
WO2004001623A3 PCT/US2003/009573 US0309573W WO2004001623A3 WO 2004001623 A3 WO2004001623 A3 WO 2004001623A3 US 0309573 W US0309573 W US 0309573W WO 2004001623 A3 WO2004001623 A3 WO 2004001623A3
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WO
WIPO (PCT)
Prior art keywords
lexicon
corpora
parallel
translation
comparable
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PCT/US2003/009573
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French (fr)
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WO2004001623A2 (en
Inventor
Daniel Marcu
Kevin Knight
Dragos Stefan Munteanu
Philipp Koehn
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Univ Southern California
Daniel Marcu
Kevin Knight
Dragos Stefan Munteanu
Philipp Koehn
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Application filed by Univ Southern California, Daniel Marcu, Kevin Knight, Dragos Stefan Munteanu, Philipp Koehn filed Critical Univ Southern California
Priority to AU2003269808A priority Critical patent/AU2003269808A1/en
Publication of WO2004001623A2 publication Critical patent/WO2004001623A2/en
Publication of WO2004001623A3 publication Critical patent/WO2004001623A3/en

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    • 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

Abstract

A machine translation system may use non-parallel monolingual corpora to generate a translation lexicon. The system may identify identically spelled words in the two corpora, and use them as a seed lexicon. The system may use various clues, e.g., context and frequency, to identify and score other possible translation pairs, using the seed lexicon as a basis. An alternative system may use a small bilingual lexicon in addition to non-parallel corpora to learn translations of unknown words and to generate a parallel corpus.
PCT/US2003/009573 2002-03-26 2003-03-26 Constructing a translation lexicon from comparable, non-parallel corpora WO2004001623A2 (en)

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AU2003269808A AU2003269808A1 (en) 2002-03-26 2003-03-26 Constructing a translation lexicon from comparable, non-parallel corpora

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US36807002P 2002-03-26 2002-03-26
US60/368,070 2002-03-26
US36844702P 2002-03-27 2002-03-27
US60/368,447 2002-03-27

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WO2004001623A2 WO2004001623A2 (en) 2003-12-31
WO2004001623A3 true WO2004001623A3 (en) 2004-07-15

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US (2) US7620538B2 (en)
AU (1) AU2003269808A1 (en)
WO (1) WO2004001623A2 (en)

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