CA2408819A1 - Machine translation techniques - Google Patents

Machine translation techniques Download PDF

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Publication number
CA2408819A1
CA2408819A1 CA002408819A CA2408819A CA2408819A1 CA 2408819 A1 CA2408819 A1 CA 2408819A1 CA 002408819 A CA002408819 A CA 002408819A CA 2408819 A CA2408819 A CA 2408819A CA 2408819 A1 CA2408819 A1 CA 2408819A1
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target language
translation
tree
text segment
current target
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CA002408819A
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French (fr)
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CA2408819C (en
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Daniel Marcu
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University of Southern California USC
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/34—Browsing; Visualisation therefor
    • G06F16/345—Summarisation for human users
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/205—Parsing
    • G06F40/211—Syntactic parsing, e.g. based on context-free grammar [CFG] or unification grammars
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/205—Parsing
    • G06F40/216—Parsing using statistical methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/253—Grammatical analysis; Style critique
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/30—Semantic analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/30—Semantic analysis
    • G06F40/35—Discourse or dialogue representation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/40—Processing or translation of natural language
    • G06F40/42—Data-driven translation
    • G06F40/44—Statistical methods, e.g. probability models

Abstract

Machine translation decoding is accomplished by receiving as input a text segment in a source language to be translated into a target language, generating an initial translation as a current target language translation, applying one or more modification operators to the current target language translation to generate one or more modified target language translations, determining whether one or more of the modified target language translations represents an improved translation in comparison with the current target language translation, setting a modified target language translation as the current target language translation, and repeating these steps until occurrence of a termination condition. Automatically generating a tree (e. g., either a syntactic tree or a discourse tree) can be accomplished by receiving as input a tree corresponding to a source language text segment, and applying one or more decision rules to the received input to generate a tree corresponding to a target language text segment.
CA002408819A 2000-05-11 2001-05-11 Machine translation techniques Expired - Lifetime CA2408819C (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US20364300P 2000-05-11 2000-05-11
US60/203,643 2000-05-11
PCT/US2001/015379 WO2001086491A2 (en) 2000-05-11 2001-05-11 Machine translation techniques

Publications (2)

Publication Number Publication Date
CA2408819A1 true CA2408819A1 (en) 2001-11-15
CA2408819C CA2408819C (en) 2006-11-07

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ID=22754752

Family Applications (1)

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CA002408819A Expired - Lifetime CA2408819C (en) 2000-05-11 2001-05-11 Machine translation techniques

Country Status (7)

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US (2) US20020046018A1 (en)
EP (1) EP1352338A2 (en)
JP (1) JP2004501429A (en)
CN (1) CN1465018A (en)
AU (2) AU2001261505A1 (en)
CA (1) CA2408819C (en)
WO (2) WO2001086489A2 (en)

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