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Linguistic structure and bilingual informants help induce machine translation of lesser-resourced languages
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In: http://www.mt-archive.info/LREC-2008-Monson.pdf (2008)
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Abstract:
Producing machine translation (MT) for the many minority lan-guages in the world is a serious challenge. Minority languages typically have few resources for building MT systems. For many minor languages there is little machine readable text, few knowledgeable linguists, and little money available for MT de-velopment. For these reasons, our research programs on minor-ity language MT have focused on leveraging to the maximum extent two resources that are available for minority languages: linguistic structure and bilingual informants. All natural lan-guages contain linguistic structure. And although the details of that linguistic structure vary from language to language, lan-guage universals such as context-free syntactic structure and the paradigmatic structure of inflectional morphology, allow us to learn the specific details of a minority language. Similarly, most minority languages possess speakers who are bilingual with the major language of the area. This paper discusses our efforts to utilize linguistic structure and the translation information that bilingual informants can provide in three sub-areas of our rapid development MT program: morphology induction, syntactic transfer rule learning, and refinement of imperfect learned rules.
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URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.539.7564
http://www.mt-archive.info/LREC-2008-Monson.pdf
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| 2 |
Linguistic structure and bilingual informants help induce machine translation of lesser-resourced languages
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In: http://www.cs.cmu.edu/afs/cs.cmu.edu/project/cmt-40/Nice/Papers/lrec-2008/LeveragingLinguisticStructureToLearnMTOfLesserResourcedLanguages/LeveragingLinguisticStructureToLearnMTOfLesserResourcedLanguages_v14.pdf (2008)
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| 3 |
Linguistic structure and bilingual informants help induce machine translation of lesser-resourced languages
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A Trainable Transfer-based Machine Translation Approach for Languages with Limited Resources
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In: http://www.cs.cmu.edu/afs/cs.cmu.edu/user/alavie/www/papers/EAMT-XFER-Apr04.pdf (2004)
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Experiments with a Hindi-toEnglish transfer-based MT system under a miserly data scenario
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In: http://www.mt-archive.info/TALIP-2003-Lavie.pdf (2003)
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Experiments with a Hindi-to-English Transfer-based MT System under a Miserly Data Scenario
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In: http://sidecar.sp.cs.cmu.edu/ari/papers/TALIP-SLE-03.pdf (2003)
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Automatic Rule Learning for Resource-Limited MT
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In: http://www-2.cs.cmu.edu/afs/cs/user/alavie/www/papers/amta02CarbonellEtAl.pdf (2002)
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Automatic Rule Learning for Resource-Limited MT
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In: http://www-2.cs.cmu.edu/~kathrin/amta02CarbonellEtAl.ps (2002)
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Design and Implementation of Controlled Elicitation for Machine Translation of
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In: http://www.eamt.org/summitVIII/./papers/probst.pdf (2001)
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Design and Implementation of Controlled Elicitation for Machine Translation of Low-density Languages
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In: http://www.cs.cmu.edu/~kathrin/mts01ProbstEtAl.ps (2001)
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Design and Implementation of Controlled Elicitation for Machine Translation of Low-Density Languages
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In: http://www-2.cs.cmu.edu/afs/cs.cmu.edu/user/alavie/www/papers/MTSummit-01-kathrin.pdf (2001)
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| 12 |
Linguistic Structure and Bilingual Informants Help Induce Machine Translation of Lesser-Resourced Languages
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In: http://www.lrec-conf.org/proceedings/lrec2008/pdf/725_paper.pdf
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| 13 |
Linguistic Structure and Bilingual Informants Help Induce Machine Translation of Lesser-Resourced Languages
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In: http://www.cs.cmu.edu/afs/cs/user/alavie/www/papers/LeveragingLinguisticStructureToLearnMTOfLesserResourcedLanguages_v11.pdf
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| 14 |
Design and Implementation of Controlled Elicitation for Machine Translation of Low-density Languages
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In: http://www.elsnet.org/mt2010/probst.pdf
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Design and Implementation of Controlled Elicitation for Machine Translation of Low-density Languages
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In: http://www.mt-archive.info/MTS-2001-Probst.pdf
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