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1
Arabic Natural Language Processing System Code Library
In: DTIC (2014)
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2
Teaching Intelligence Analysis with TIACRITIS
In: DTIC (2010)
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3
POSTECH at TREC 2009 Blog Track: Top Stories Identification
In: DTIC (2009)
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4
A Study of Topic and Topic Change in Conversational Threads
In: DTIC (2009)
Abstract: This thesis applies Latent Dirichlet Allocation (LDA) to the problem of topic and topic change in conversational threads using e-mail. We demonstrate that LDA can be used to successfully classify raw e-mail messages with threads to which they belong, and compare the results with those for processed threads, where quoted and reply text have been removed. Raw thread classification performs better, but processed threads show promise. We then present two new, unsupervised techniques for identifying topic change in e-mail. The first is a keyword clustering approach using LDA and DBSCAN to identify clusters of topics, and transition points between them. The second is a sliding window technique which assesses the current topic for every window, identifying transition points. The keyword clustering performs better than the sliding window approach. Both can be used as a baseline for future work. ; The original document contains color images.
Keyword: *CLUSTERING; *E-MAIL; *ELECTRONIC MAIL; *EMAIL; *LDA(LATENT DIRICHLET ALLOCATION); *SOCIAL COMMUNICATION; *THREADS(EMAIL); *TOPICS; CLASSIFICATION; Command; Computer Programming and Software; Control and Communications Systems; DBSCAN COMPUTER PROGRAM; DBSCAN PYTHON; INDEX TERMS; Information Science; KEYWORDS; Linguistics; SLIDING; STOPWORDS; THESES; WINDOWS
URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA508982
http://www.dtic.mil/docs/citations/ADA508982
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5
Experiments on Related Entity Finding Track at TREC 2009
In: DTIC (2009)
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6
PARADISE Based Search Engine at TREC 2009 Web Track
In: DTIC (2009)
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7
DERI at TREC 2008 Enterprise Search Track
In: DTIC (2008)
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8
Linking Semantic and Knowledge Representations in a Multi-Domain Dialogue System
In: DTIC (2007)
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9
Sparse Information Extraction: Unsupervised Language Models to the Rescue
In: DTIC (2007)
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10
Mitre's Qanda at TREC-11
In: DTIC (2006)
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11
A GH-Based Ontology to Support Applications for Automating Decision Support
In: DTIC (2005)
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12
UML Design and Auto-Generated Code: Issues and Practical Solutions
In: DTIC (2005)
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13
Shifting the Computational Paradigm
In: DTIC AND NTIS (2004)
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14
IBM's PIQUANT in TREC2003
In: DTIC (2003)
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15
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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16
Towards a Computational Model of Sketching
In: DTIC (2000)
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17
A Statistical Approach to the Generation of a Database for Evaluating OCR Software
In: DTIC AND NTIS (2000)
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18
Technical Opportunities to Help with the Year 2000 Problem
In: DTIC AND NTIS (1997)
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19
A Sound Polymorphic Type System for a Dialect of C (PREPRINT)
In: DTIC (1997)
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20
Applying the SCR Requirements Specification Method to Practical Systems: A Case Study
In: DTIC (1996)
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