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Linguistic Structure and Bilingual Informants Help Induce Machine Translation of Lesser-Resourced Languages ...
Abstract: Producing machine translation (MT) for the many minority languages 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 development. For these reasons, our research programs on minority 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 languages contain linguistic structure. And although the details of that linguistic structure vary from language to language, language 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 ...
Keyword: 89999 Information and Computing Sciences not elsewhere classified; FOS Computer and information sciences
URL: https://dx.doi.org/10.1184/r1/6606992
https://kilthub.cmu.edu/articles/Linguistic_Structure_and_Bilingual_Informants_Help_Induce_Machine_Translation_of_Lesser-Resourced_Languages/6606992
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2
Linguistic Structure and Bilingual Informants Help Induce Machine Translation of Lesser-Resourced Languages ...
Monson, Christian; Llitjós, Ariadna Font; Vamshi Ambati. - : Carnegie Mellon University, 2009
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3
Linguistic Structure and Bilingual Informants to Induce Machine Translation of Lesser-Resourced Languages ...
Monson, Christian; Llitjós, Ariadna Font; Vamshi Ambati. - : Carnegie Mellon University, 2008
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4
Linguistic Structure and Bilingual Informants to Induce Machine Translation of Lesser-Resourced Languages ...
Monson, Christian; Llitjós, Ariadna Font; Vamshi Ambati. - : Carnegie Mellon University, 2008
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5
Automatic Rule Learning for Resource-Limited MT ...
Carbonell, Jaime G.; Probst, Katharina; Peterson, Erik. - : Carnegie Mellon University, 2005
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6
Automatic Rule Learning for Resource-Limited MT ...
Carbonell, Jaime G.; Probst, Katharina; Peterson, Erik. - : Carnegie Mellon University, 2005
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7
A Trainable Transfer-based Machine Translation Approach for Languages with Limited Resources ...
Lavie, Alon; Probst, Katharina; Peterson, Erik. - : Carnegie Mellon University, 2004
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8
A Trainable Transfer-based Machine Translation Approach for Languages with Limited Resources ...
Lavie, Alon; Probst, Katharina; Peterson, Erik. - : Carnegie Mellon University, 2004
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9
Design and Implementation of Controlled Elicitation for Machine Translation of Low-density Languages ...
Probst, Katharina; Brown, Ralf D; Carbonell, Jaime G.. - : Carnegie Mellon University, 2003
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10
Design and Implementation of Controlled Elicitation for Machine Translation of Low-density Languages ...
Probst, Katharina; Brown, Ralf D; Carbonell, Jaime G.. - : Carnegie Mellon University, 2003
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11
A Trainable Transfer-based Machine Translation Approach for Languages with Limited Resources ...
Lavie, Alon; Probst, Katharina; Peterson, Erik. - : Carnegie Mellon University, 2003
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12
A Trainable Transfer-based Machine Translation Approach for Languages with Limited Resources ...
Lavie, Alon; Probst, Katharina; Peterson, Erik. - : Carnegie Mellon University, 2003
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13
Embedded MT systems, part 3 : elicitation MT
Voss, Clare (Hrsg.); Ess-Dykema, Carol van (Hrsg.); Probst, Katharina (Mitarb.)...
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 17 (2002) 3, 245-319
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14
MT for Minority Languages Using Elicitation-Based Learning of Syntactic Transfer Rules
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 17 (2002) 4, 245-270
OLC Linguistik
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15
Enhancing foreign language tutors - In search of the golden speaker
In: Speech communication. - Amsterdam [u.a.] : Elsevier 37 (2002) 3, 161-174
OLC Linguistik
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16
Enhancing foreign language tutors : in search of the golden speaker
In: Speech communication. - Amsterdam [u.a.] : Elsevier 37 (2002) 3-4, 161-173
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17
Design and Implementation of Controlled Elicitation for Machine Translation of Low-density Languages ...
Probst, Katharina; Brown, Ralf D.; Carbonell, Jaime G.. - : Carnegie Mellon University, 2001
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18
Design and Implementation of Controlled Elicitation for Machine Translation of Low-density Languages ...
Probst, Katharina; Brown, Ralf D.; Carbonell, Jaime G.. - : Carnegie Mellon University, 2001
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