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Nikoulina et al., 2013 - Google Patents

Domain adaptation of statistical machine translation models with monolingual data for cross lingual information retrieval

Nikoulina et al., 2013

Document ID
6505461924216016823
Author
Nikoulina V
Clinchant S
Publication year
Publication venue
European Conference on Information Retrieval

External Links

Snippet

Abstract Statistical Machine Translation (SMT) is often used as a black-box in CLIR tasks. We propose an adaptation method for an SMT model relying on the monolingual statistics that can be extracted from the document collection (both source and target if available). We …
Continue reading at link.springer.com (other versions)

Classifications

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    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/28—Processing or translating of natural language
    • G06F17/2809—Data driven translation
    • G06F17/2827—Example based machine translation; Alignment
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/3061—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F17/30634—Querying
    • G06F17/30657—Query processing
    • G06F17/3066—Query translation
    • G06F17/30669—Translation of the query language, e.g. Chinese to English
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
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    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
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    • G06F17/3061—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F17/30634—Querying
    • G06F17/30657—Query processing
    • G06F17/30675—Query execution
    • G06F17/30684—Query execution using natural language analysis
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    • G06F17/2809—Data driven translation
    • G06F17/2845—Using very large corpora, e.g. the world wide web [WWW]
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    • G06F17/289—Use of machine translation, e.g. multi-lingual retrieval, server side translation for client devices, real-time translation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
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    • G06F17/2872—Rule based translation
    • G06F17/2881—Natural language generation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
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    • G06F17/271—Syntactic parsing, e.g. based on context-free grammar [CFG], unification grammars
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    • G06F17/2765—Recognition
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    • G06F17/30286—Information retrieval; Database structures therefor; File system structures therefor in structured data stores

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