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1
A Novel Framework for Related Entities Finding: ICTNET at TREC 2009 Entity Track
In: DTIC (2009)
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2
Relevance Feedback based on Constrained Clustering: FDU at TREC 09
In: DTIC (2009)
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3
Experiments on Related Entity Finding Track at TREC 2009
In: DTIC (2009)
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4
Incorporating Relevance and Psuedo-Relevance Feedback in the Markov Random Field Model
In: DTIC (2008)
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5
Sparse Information Extraction: Unsupervised Language Models to the Rescue
In: DTIC (2007)
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6
Mitre's Qanda at TREC-11
In: DTIC (2006)
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7
Transformative Pattern Learning
In: DTIC (2006)
Abstract: Statistical analysis of relational data is a fundamental and novel problem in machine learning and data mining. Such analysis constructs useful statistical models from data about complex relationships among people, places, things, and events. Supported by this research contract, we uncovered fundamental challenges of statistical learning and inference in relational data, we designed and implemented new languages for expressing deterministic and probabilistic dependencies in such data, we developed new algorithms for learning probabilistic models, we implemented an open-source system for knowledge discovery in relational data containing over 40,000 lines of code that has been downloaded more than 1000 times, and we evaluated the utility of those algorithms by undertaking large and realistic applications. ; The original document contains color images.
Keyword: *LEARNING; *LEARNING MACHINES; *PATTERNS; *STATISTICAL ANALYSIS; *STATISTICAL LEARNING; *TRANSFORMATIONAL GRAMMARS; ALGORITHMS; CONTRACTS; Cybernetics; INFERENCE; INFORMATION RETRIEVAL; LANGUAGE; Linguistics; MATHEMATICAL MODELS; MODELS; PE62702F; PROBABILISTIC MODELS; PROBABILITY; Psychology; RELATIONAL DATA; STATISTICS; WUAFRLEELD0118
URL: http://www.dtic.mil/docs/citations/ADA455128
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA455128
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8
Semantic Decomposition of Bitmap Images Using CHREST
In: DTIC AND NTIS (2005)
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9
Cross-Lingual Lexical Triggers in Statistical Language Modeling
In: DTIC (2003)
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10
Question Answering on a Case Insensitive Corpus
In: DTIC (2003)
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11
Statistical QA - Classifier vs. Re-Ranker: What's the Difference
In: DTIC (2003)
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12
UMass at TREC 2003: HARD and QA
In: DTIC (2003)
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13
Language Models for Hierarchical Summarization
In: DTIC (2003)
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14
Semantic Tagging using a Probabilistic Context Free Grammar
In: DTIC (1998)
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15
GE-CMU: Description of the Shogun System Used for MUC-5
In: DTIC (1993)
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16
Semi-annual technical rept. 12 Jul 1971-31 Mar 1972
In: DTIC AND NTIS (1972)
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17
Natural Communication with Computers 3
In: DTIC AND NTIS (1970)
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18
USE OF HIGH LEVEL LANGUAGES FOR SYSTEMS PROGRAMMING.
In: DTIC AND NTIS (1970)
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19
CONTEXT MODELING IN A COGNITIVE MEMORY
In: DTIC AND NTIS (1969)
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20
Accomplishment Summary 1968/1969 of the Bibliogical Computer Laboratory
In: DTIC AND NTIS (1969)
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