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    » Active Learning and Crowd-Sourcing for Machine Translation
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    LREC
    2010
    213views Education» more  LREC 2010»
    Active Learning and Crowd-Sourcing for Machine Translation
    13 years 6 months ago
    Active Learning and Crowd-Sourcing for Machine Translation
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    In recent years, corpus based approaches to machine translation have become predominant, with Statistical Machine Translation (SMT) being the most actively progressing area. Succe...
    Vamshi Ambati, Stephan Vogel, Jaime G. Carbonell
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    ACL
    2009
    160views Computational Linguistics» more  ACL 2009»
    Active Learning for Multilingual Statistical Machine Translation
    13 years 2 months ago
    Active Learning for Multilingual Statistical Machine Translation
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    Statistical machine translation (SMT) models require bilingual corpora for training, and these corpora are often multilingual with parallel text in multiple languages simultaneous...
    Gholamreza Haffari, Anoop Sarkar
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    ACL
    2010
    180views Computational Linguistics» more  ACL 2010»
    Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation
    13 years 2 months ago
    Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation
    Download  www.cs.jhu.edu
    We explore how to improve machine translation systems by adding more translation data in situations where we already have substantial resources. The main challenge is how to buck ...
    Michael Bloodgood, Chris Callison-Burch
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    EMNLP
    2009
    123views Natural Language Processing» more  EMNLP 2009»
    First- and Second-Order Expectation Semirings with Applications to Minimum-Risk Training on Translation Forests
    13 years 2 months ago
    First- and Second-Order Expectation Semirings with Applications to Minimum-Risk Training on Translation Forests
    Download  cs.jhu.edu
    Many statistical translation models can be regarded as weighted logical deduction. Under this paradigm, we use weights from the expectation semiring (Eisner, 2002), to compute fir...
    Zhifei Li, Jason Eisner
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    EMNLP
    2010
    114views Natural Language Processing» more  EMNLP 2010»
    Discriminative Sample Selection for Statistical Machine Translation
    13 years 2 months ago
    Discriminative Sample Selection for Statistical Machine Translation
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    Production of parallel training corpora for the development of statistical machine translation (SMT) systems for resource-poor languages usually requires extensive manual effort. ...
    Sankaranarayanan Ananthakrishnan, Rohit Prasad, Da...
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