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1
Invited Speaker Support for SBP Conference Series (SBP 2014) held in April, 2014 in Washington, DC.
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2
Controlled English for Effective Communication during Coalition Operations
In: DTIC (2013)
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3
Using a Bayesian Model to Combine LDA Features with Crowdsourced Responses
In: DTIC (2013)
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4
Building on Deep Learning
In: DTIC (2013)
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5
An Approach Using MIP Products for the Development of the Coalition Battle Management Language Standard
In: DTIC (2013)
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6
C2-Simulation Interoperability in NATO
In: DTIC (2013)
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7
Automated Extraction and Characterisation of Social Network Data from Unstructured Sources -- An Ontology-Based Approach
In: DTIC (2013)
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8
Interacting with Multi-Robot Systems Using BML
In: DTIC (2013)
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9
Making Semantic Information Work Effectively for Degraded Environments
In: DTIC (2013)
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10
Accelerating Exploitation of Low-grade Intelligence through Semantic Text Processing of Social Media
In: DTIC (2013)
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11
Introduction to the Words in the World Symposium
Shankar, S.. - 2013
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12
QUT Para at TREC 2012 Web Track: Word Associations for Retrieving Web Documents
In: DTIC (2012)
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13
Phoneme Class Based Adaptation for Mismatch Acoustic Modeling of Distant Noisy Speech (Preprint)
In: DTIC (2012)
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14
Conference Report: Cultural and Linguistic Advancement for Mission Success: Enhancing Language, Regional and Cultural Capabilities Across Whole of Government for an Effective COIN Strategy
In: DTIC (2012)
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15
Integrating Hard and Soft Information Sources for D2D Using Controlled Natural Language
In: DTIC (2012)
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16
Aligning Learning Capability with Strategy: A Training Needs Assessment (TNA) Case Study
In: DTIC (2012)
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17
Learning for Microblogs with Distant Supervision: Political Forecasting with Twitter
In: DTIC (2012)
Abstract: Microblogging websites such as Twitter offer a wealth of insight into a population's current mood. Automated approaches to identifying general sentiment toward a particular topic often perform two steps: Topic Identification and Sentiment Analysis. Topic Identification identifies tweets that are relevant to a desired topic (e.g., a politician or event), and Sentiment Analysis extracts each tweet's attitude toward the topic. Many techniques for Topic Identification simply involve selecting tweets using a keyword search. Here we present an approach that uses distant supervision to train a classifier on the tweets returned by the search. We show that distant supervision leads to improved performance in the Topic Identification task as well as in the downstream Sentiment Analysis task. We then use a system that incorporates distant supervision into both stages to analyze sentiments toward President Obama as expressed in a dataset of tweets. That is, we apply our approach to the problem of predicting Presidential Job Approval polls from Twitter data. Our results show better correlation with Gallup's Presidential Job Approval polls than previous work. We also present a novel baseline that performs remarkably well without using Topic Identification. ; Presented at the 13th Conference of the European Chapter of the Association for Computational Linguistics held in Avignon, France, on April 23-27, 2012 (p603-612).
Keyword: *ATTITUDES(PSYCHOLOGY); *CLASSIFICATION; *DISTANT SUPERVISION; *FORECASTING; *IDENTIFICATION; *LEARNING MACHINES; *MICROBLOGS; *ONLINE COMMUNITIES; *POLITICAL FORECASTING; *SENTIMENT ANALYSIS; *TOPIC IDENTIFICATION; *TRAINING; *TWITTER; COMPUTATIONAL LINGUISTICS; Computer Systems; Cybernetics; EMOTICONS; EMOTIONS; INTERNET; KEYWORD SELECTION; Linguistics; MACHINE LEARNING; OPINION ANALYSIS; POLARITY; POLITICAL MOOD; POLITICAL SENTIMENT; POLITICAL TWEETS; PREDICTIONS; Psychology; PUBLIC OPINION; SENTIMENT CLASSIFICATION; SOCIAL MEDIA; SOCIAL NETWORKS; SYMPOSIA; TEXT PROCESSING; WORDS(LANGUAGE)
URL: http://www.dtic.mil/docs/citations/ADA589957
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA589957
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18
Incremental Syntactic Language Models for Phrase-Based Translation
In: DTIC (2011)
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19
Feasibility of Leveraging Crowd Sourcing for the Creation of a Large Scale Annotated Resource for Hindi English Code Switched Data: A Pilot Annotation
In: DTIC (2011)
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20
Segregation of Whispered Speech Interleaved with Noise or Speech Maskers
In: DTIC (2011)
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