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dc.contributor.authorÖz, Z.en_US
dc.contributor.authorCicekli I.en_US
dc.date.accessioned2016-02-08T11:59:22Z
dc.date.available2016-02-08T11:59:22Z
dc.date.issued1998en_US
dc.identifier.issn0302-9743
dc.identifier.urihttp://hdl.handle.net/11693/27676
dc.description.abstractTTL (Translation Template Learner) algorithm learns lexical level correspondences between two translation examples by using analogical reasoning. The sentences used as translation examples have similar and different parts in the source language which must correspond to the similar and different parts in the target language. Therefore these correspondences are learned as translation templates. The learned translation templates are used in the translation of other sentences. However, we need to assign confidence factors to these translation templates to order translation results with respect to previously assigned confidence factors. This paper proposes a method for assigning confidence factors to translation templates learned by the TTL algorithm. Training data is used for collecting statistical information that will be used in confidence factor assignment process. In this process, each template is assigned a confidence factor according to the statistical information obtained from training data. Furthermore, some template combinations are also assigned confidence factors in order to eliminate certain combinations resulting bad translation. © Springer-Verlag Berlin Heidelberg 1998.en_US
dc.language.isoEnglishen_US
dc.source.titleLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)en_US
dc.subjectAlgorithmsen_US
dc.subjectComputational linguisticsen_US
dc.subjectComputer aided language translationen_US
dc.subjectStatisticsen_US
dc.subjectAnalogical reasoningen_US
dc.subjectConfidence factorsen_US
dc.subjectLexical levelen_US
dc.subjectSource languageen_US
dc.subjectStatistical informationen_US
dc.subjectTarget languageen_US
dc.subjectTraining dataen_US
dc.subjectTranslation templatesen_US
dc.subjectTranslation (languages)en_US
dc.titleOrdering translation templates by assigning confidence factorsen_US
dc.typeConference Paperen_US
dc.departmentDepartment of Computer Engineering
dc.citation.spage51en_US
dc.citation.epage61en_US
dc.citation.volumeNumber1529en_US
dc.publisherSpringer Verlagen_US


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