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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
Proactive Intelligence (PAINT) Simulated Exploration of Executable Design Strategies (SEEDS)
In: DTIC (2009)
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3
Linking Semantic and Knowledge Representations in a Multi-Domain Dialogue System
In: DTIC (2007)
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4
Techniques for Automatically Generating Biographical Summaries from News Articles
In: DTIC (2007)
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5
HITIQA: Towards Analytical Question Answering
In: DTIC (2004)
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6
Advanced Capabilities for Evidence Extraction (ACEE)
In: DTIC AND NTIS (2004)
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7
Consolidating the Results of the CIRCSIM-Tutor Project and Further Consolidation of the Results of the CIRCSIM-Tutor Project
In: DTIC AND NTIS (2003)
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8
Large Scale Language Independent Generation Using Thematic Hierarchies
In: DTIC (2001)
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9
Towards a Unified Approach to Memory- and Statistical-Based Machine Translation
In: DTIC (2001)
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10
A Survey of Current Paradigms in Machine Translation
In: DTIC (1998)
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11
NLP Track at TREC-5
In: DTIC (1996)
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12
Eucalyptus: Integrating Natural Language Input with a Graphical User Interface
In: DTIC AND NTIS (1994)
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13
Adaptive Statistical Language Modeling; A Maximum Entropy Approach
In: DTIC AND NTIS (1994)
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14
Using Case-Based Reasoning in Natural Language Processing
In: DTIC AND NTIS (1993)
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15
AMAR: A Computational Model of Autosegmental Phonology
In: DTIC AND NTIS (1993)
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16
Methods for Parallelizing Search Paths in Phrasing
In: DTIC AND NTIS (1993)
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17
Talking to InterFIS: Adding Speech Input to a Natural Language Interface
In: DTIC AND NTIS (1992)
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18
A Practical Methodology for the Evaluation of Spoken Language Systems
In: DTIC (1992)
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19
Natural Language Generation
In: DTIC AND NTIS (1992)
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20
Overview of the Fourth Message Understanding Evaluation and Conference
In: DTIC AND NTIS (1992)
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