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1
Methods for Evaluating Text Extraction Toolkits: An Exploratory Investigation
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
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)
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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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