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1	Methods for Evaluating Text Extraction Toolkits: An Exploratory Investigation
	Allison, Timothy B; Herceg, Paul M
	In: DTIC (2015)
	Abstract: Text extraction tools are vital for obtaining the textual content of computer files and for using the electronic text in a wide variety of applications, including search and natural language processing. However, when extraction tools fail, they convert once reliable electronic text into garbled text, or no text at all. The techniques and tools for validating the accuracy of these text extraction tools are conspicuously absent from academia and industry. This paper contributes to closing this gap. We discuss an exploratory investigation into a method and a set of tools for evaluating a text extraction toolkit. Although this effort focuses on the popular open source Apache Tika toolkit and the govdocs1 corpus, the method generally applies to other text extraction toolkits and corpora.
	Keyword: COMPUTATIONAL LINGUISTICS; MACHINE TRANSLATION; NATURAL LANGUAGE; STATISTICAL ANALYSIS; *TEXT PROCESSING; APACHE; COMPUTER FILES; Computer Programming and Software; CONTENT EXTRACTION; DATA MINING; ELECTRONIC TEXT; FEATURE EXTRACTION; GARBLED TEXT; INFORMATION PROCESSING; INFORMATION RETRIEVAL; Linguistics; MOJIBAKE; RELIABILITY; RELIABLE ELECTRONIC TEXT; SEARCHING; SEMANTICS; SOFTWARE TOOLS; Statistics and Probability; TEST AND EVALUATION; TEXT EXTRACTION; TEXT EXTRACTION TOOLKITS; TIKA; TOOL KITS; VALIDATION
	URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA626579 http://www.dtic.mil/docs/citations/ADA626579
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2	Relevance Feedback based on Constrained Clustering: FDU at TREC 09
	Wang, Bingqing; Huang, Xuanjing
	In: DTIC (2009)
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3	Linking Semantic and Knowledge Representations in a Multi-Domain Dialogue System
	Dzikovska, Myroslave O.; Allen, James F.; Swift, Mary D.
	In: DTIC (2007)
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4	An Analysis of Specware and Its Usefulness in the Verification of High Assurance Systems
	DeCloss, Daniel P.
	In: DTIC (2006)
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5	Criteria for Appraising Computer-Based Simulations for Teaching Arabic as a Foreign Language
	Dabrowski, Richard
	In: DTIC AND NTIS (2005)
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6	Consolidating the Results of the CIRCSIM-Tutor Project and Further Consolidation of the Results of the CIRCSIM-Tutor Project
	Evens, Martha W.
	In: DTIC AND NTIS (2003)
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7	A Survey of Current Paradigms in Machine Translation
	Dorr, Bonnie J.; Jordan, Pamela W.; Benoit, John W.
	In: DTIC (1998)
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8	Creation of Efficient and Portable Parallel Programs.
	Wittie, Larry
	In: DTIC AND NTIS (1997)
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9	Focus of Tipster Phases I and 2
	Altomari, Patrick J; Currier, Patricia A
	In: DTIC (1996)
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10	TMSS Parsing Test, MIL-M-9977J, Appendix G, Loading Procedures Checklists.
	In: DTIC AND NTIS (1994)
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11	Eucalyptus: Integrating Natural Language Input with a Graphical User Interface
	Wauchope, Kenneth
	In: DTIC AND NTIS (1994)
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12	TMSS Parsing Test, MIL-M-9977J, Appendix J, NATO Stage B Cross-Servicing Checklist (CL2), Document Type Definition.
	In: DTIC AND NTIS (1994)
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13	TMSS Parsing Test, MIL-M-9977J, Appendix F. Nonnuclear Munitions Loading Standard Data Packages, Document Type Definition.
	In: DTIC AND NTIS (1994)
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14	TMSS Parsing Test, MIL-M-9977J. Appendix C. Nonnuclear Munitions Basic Information. Document Type Definition.
	In: DTIC AND NTIS (1994)
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15	TMSS Parsing Test, MIL-M-77OOE, Flight Manual Document Type Definition.
	In: DTIC AND NTIS (1994)
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16	TMSS Parsing Test, MIL-M-9977J, Appendix H, Integrated Combat Turnaround Procedures Checklist.
	In: DTIC AND NTIS (1994)
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17	TMSS Parsing Test, MIL-M-83495A, Wiring Diagram, Appendix F, Document Type Definition.
	In: DTIC AND NTIS (1994)
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18	AMAR: A Computational Model of Autosegmental Phonology
	Albro, Daniel M.
	In: DTIC AND NTIS (1993)
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19	Proceedings of the Association for Computing Machinery Special Interest Group for Ada Artificial Intelligence Working Group, 1992 Summer Workshop Held in Seattle, Washington on June 24-27, 1992
	Johns, Janet F.
	In: DTIC AND NTIS (1993)
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20	Methods for Parallelizing Search Paths in Phrasing
	De Marcken, Carl
	In: DTIC AND NTIS (1993)
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