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1
Understanding Tonal Languages
In: DTIC (2013)
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2
MSEE: Stochastic Cognitive Linguistic Behavior Models for Semantic Sensing
In: DTIC (2013)
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3
Social Media Sentiment Analysis and Topic Detection for Singapore English
In: DTIC (2013)
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4
Application of the Augmented Operator Function Model for Developing Cognitive Metrics in Persistent Surveillance
In: DTIC (2013)
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5
Visualization of Decision Processes Using a Cognitive Architecture
In: DTIC (2013)
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6
Computational Modeling of Emotions and Affect in Social-Cultural Interaction
In: DTIC (2013)
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7
Fast, Flexible, Rational Inductive Inference
In: DTIC (2013)
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8
Improved Phrase Translation Modeling Using Maximum A-Posteriori (MAP) Adaptation
In: DTIC (2013)
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9
Active Authentication Linguistic Modalities
In: DTIC (2013)
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10
A Submodularity Framework for Data Subset Selection
In: DTIC (2013)
Abstract: This report describes the outcome of the project A Submodularity Framework for Data Subset Selection. The goal of the project was to develop and evaluate novel submodular functions for the purpose of subselecting large sets of acoustic and text data. The subselected data sets were used to train acoustic models for automatic speech recognition or translation models for machine translation, respectively. The submodular selection techniques were evaluated against random data selection and the best comparable data selection technique previously reported in the literature. Our results demonstrate that submodular data selection outperforms all baseline techniques, i.e. for a fixed data subset size, submodular selection resulted in systems with better performance. Additionally, submodular selection was applied to the problem of feature selection, where it outperformed standard modular feature selection techniques.
Keyword: *MACHINE TRANSLATION; AUTOMATIC; AUTOMATIC SPEECH RECOGNITION; CLASSIFICATION; Cybernetics; DATA PROCESSING; DATA SELECTION; FEATURE SELECTION; LEARNING MACHINES; Linguistics; SELECTION; SPEECH RECOGNITION; SUBMODULAR FUNCTIONS; Voice Communications; WUH0CL; WUOMSS0005
URL: http://www.dtic.mil/docs/citations/ADA595011
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA595011
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11
Lexical Link Analysis Application: Improving Web Service to Acquisition Visibility Portal
In: DTIC (2013)
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12
Automated Extraction and Characterisation of Social Network Data from Unstructured Sources -- An Ontology-Based Approach
In: DTIC (2013)
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13
Contextual Awareness for Robust Robot Autonomy
In: DTIC (2013)
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14
Faust: Flexible Acquistion and Understanding System for Text
In: DTIC (2013)
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15
Extending Semantic and Episodic Memory to Support Robust Decision Making
In: DTIC (2013)
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16
Interacting with Multi-Robot Systems Using BML
In: DTIC (2013)
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17
Future reasoning machines : mind and body
Duffy, Brian R.; O'Hare, G. M. P. (Greg M. P.); Bradley, John F.. - : Emerald, 2013
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18
Cybernetic configurations: characteristics of interactivity in the digital arts.
Gifford, Toby; Brown, Andrew R.. - : ISEA International, 2013. : Australian Network for Art & Technology, 2013. : University of Sydney, 2013
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