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Why the United States Must Adopt Lethal Autonomous Weapon Systems
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Enabling Efficient Intelligence Analysis in Degraded Environments
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In: DTIC (2013)
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An Approach Using MIP Products for the Development of the Coalition Battle Management Language Standard
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In: DTIC (2013)
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Semi-Automated Methods for Refining a Domain-Specific Terminology Base
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In: DTIC (2011)
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Abstract:
A domain-specific term base may be useful not only as a resource for written and oral translation, but also for Natural Language Processing (NLP) applications, text retrieval, document indexing, and other knowledge management tasks. The objective of this investigation was to explore the use of alternative terminology extraction methods to refine and validate an existing military-specific bilingual dictionary. A series of semi-automatic methods was implemented to distill the existing term list by removing redundancies, resolving spelling variations, and separating individual expressions. Once the internal clean-up was completed, we compared two methods drawn from the terminology extraction literature in order to validate terms as military-specific and to propose a candidate list of non-specific terms for exclusion--term frequency calculations and terminology extraction lists. In this investigation, we wanted to find the best procedure to extract domain-specific terms for a low-resource domain; to demonstrate that terminology extraction methods can be used to validate and refine a domain-specific dictionary; and to provide the final, refined dictionary as a term base to support customization of machine translation systems for the military domain. ; A reprint from the Volume I: Select Papers, ARL-TM-2010, pp. 41-56, August 2010. The original document contains color images.
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Keyword:
*EXTRACTION; *TEXT PROCESSING; *VOCABULARY; DICTIONARIES; INFORMATION PROCESSING; Information Science; Linguistics; MACHINE TRANSLATION; MILITARY APPLICATIONS; MILITARY SPECIFIC TERMINOLOGY; NATURAL LANGUAGE; SEMIAUTOMATIC
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URL: http://www.dtic.mil/docs/citations/ADA538966 http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA538966
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Semantic Analysis of Military Relevant Texts for Intelligence Purposes
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In: DTIC (2011)
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Multilingual Content Extraction Extended with Background Knowledge for Military Intelligence
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In: DTIC (2011)
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Distance Education and Community Learning Networks linked by a Library of Culture
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In: Student Affairs Digital Community Development (2011)
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Stability Operations: The 'Whole of Government' Approach Using a Fraction of the Team Can No Longer Succeed
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In: DTIC (2009)
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Connotative Meaning of Military Chat Communications
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In: DTIC (2009)
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Speech Processing in Realistic Battlefield Environments (Le Traitement de la Parole en Environnement de Combat Realiste)
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In: DTIC (2009)
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Modeling Human Visual Perception for Target Detection in Military Simulations
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In: DTIC (2009)
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Barriers, Bridges, and Progress in Cognitive Modeling for Military Applications
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In: DTIC (2008)
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Developing a Unit Language Capability for War
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In: DTIC (2008)
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Meta-Meaning in Context: The Military Application of Sociolinguistic Anthropology to Operations in the Arabic Speaking World
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In: DTIC (2007)
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Understanding the Role of Context in the Interpretation of Complex Battlespace Intelligence
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In: DTIC (2006)
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Concept of Operations (CONOPS) for Foreign Language and Speech Translation Technologies in a Coalition Military Environment
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In: DTIC AND NTIS (2005)
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Evaluating a Swedish Airborne Combat Capability using Computer Supported Morphological Analysis
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In: DTIC (2005)
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Analysis of Free-Form Battlefield Reports with Shallow Parsing Techniques
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In: DTIC AND NTIS (2004)
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Toward the Use of an Upper Ontology for U.S. Government and U.S. Military Domains: An Evaluation
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In: DTIC (2004)
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