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1
Methods for Evaluating Text Extraction Toolkits: An Exploratory Investigation
In: DTIC (2015)
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2
Development and Utility of Automatic Language Processing Technologies. Volume 2
In: DTIC (2014)
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3
Improving Statistical Machine Translation Through N-best List Re-ranking and Optimization
In: DTIC (2014)
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4
Improved Phrase Translation Modeling Using Maximum A-Posteriori (MAP) Adaptation
In: DTIC (2013)
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5
Adding Statistical Machine Translation Adaptation to Computer-Assisted Translation
In: DTIC (2013)
Abstract: Statistical machine translation (SMT) has proven effective for general purpose language translation but not for highly specialized domains like medicine, military operations, and law enforcement, which have their own technical jargon. We present a novel approach for iteratively incorporating a human translator in the loop to adapt SMT models to a particular domain. We show how these models can be made accessible via Web services and integrated with computer-assisted translation (CAT) tools. In this report, we describe a novel human-in-the-loop post-editing domain adaptation algorithm for refining SMT models using the Joshua decoder and integrate it with a CAT tool called OmegaT. ; The original document contains color images.
Keyword: *COMPUTER AIDED INSTRUCTION; *MACHINE TRANSLATION; *TRANSLATIONS; COMPUTER APPLICATIONS; Computer Programming and Software; LANGUAGE TRANSLATION; Linguistics; STATISTICS; Statistics and Probability
URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA585928
http://www.dtic.mil/docs/citations/ADA585928
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6
A Submodularity Framework for Data Subset Selection
In: DTIC (2013)
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7
morphogen: Translation into Morphologically Rich Languages with Synthetic Phrases
In: DTIC (2013)
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8
Method to Select Technical Terms for Glossaries in Support of Joint Task Force Operations
In: DTIC (2012)
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9
Use of Modality and Negation in Semantically-Informed Syntactic MT
In: DTIC (2012)
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10
Improving Domain-specific Machine Translation by Constraining the Language Model
In: DTIC (2012)
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11
Toward Determining the Comprehensibility of Machine Translations
In: DTIC (2012)
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12
Incremental Syntactic Language Models for Phrase-Based Translation
In: DTIC (2011)
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13
Performance Assessments of Two-Way, Free-Form, Speech-to-Speech Translation Systems for Tactical Use
In: DTIC (2011)
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14
Project-specific Machine Translation
In: DTIC (2011)
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15
Introduction of Automation for the Production of Bilingual, Parallel-Aligned Text
In: DTIC (2011)
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16
The MIT-LL/AFRL IWSLT-2010 MT System
In: DTIC (2011)
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17
The MIT-LL/AFRL IWSLT-2011 MT System
In: DTIC (2011)
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18
Using Linguistic Knowledge in Statistical Machine Translation
In: DTIC (2010)
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19
Reliable Electronic Text: The Elusive Prerequisite for a Host of Human Language Technologies
In: DTIC (2010)
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20
Evaluation of Machine Translation Errors in English and Iraqi Arabic
In: DTIC (2010)
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