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1
Towards a Gold Standard Corpus for Variable Detection and Linking in Social Science Publications
In: Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC) ; International Conference on Language Resources and Evaluation (LREC) ; 11 (2018)
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2
Sociolinguistically Informed Natural Language Processing: Automating Irony Detection
In: DTIC (2015)
Abstract: Irony detection is an important problem in computational sociolinguistic tasks, such as automatic community detection on the web. But the ironic/sincere distinction has proven to be a particularly difficult classification problem. Existing Machine Learning (ML) and Natural Language Processing (NLP) approaches, which tend to rely on simple statistical models built on top of word counts, are not very good at it. We hypothesize that this is because, in contrast to most text classification problems, word counts and syntactic features alone do not constitute an adequate representation for verbal irony detection. Indeed, sociolinguistic theories of verbal irony imply that a model of the speaker is a necessary condition for irony detection, at least in certain cases.
Keyword: *INFORMATION PROCESSING; *LEARNING MACHINES; *NATURAL LANGUAGE; AUTOMATIC; CLASSIFICATION; CONTEXT; Cybernetics; ERRORS; Information Science; IRONY DETECTION; Linguistics; ML(MACHINE LEARNING); NLP(NATURAL LANGUAGE PROCESSING); PE611102; SARCASM; SOCIAL MEDIA; SOCIOLINGUISTICS; WORDS(LANGUAGE)
URL: http://www.dtic.mil/docs/citations/ADA623456
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA623456
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3
Identifying Universal Linguistic Features Associated with Veracity and Deception
In: DTIC (2015)
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4
Towards News Verification: Deception Detection Methods for News Discourse
In: Victoria Rubin (2015)
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5
Towards News Verification: Deception Detection Methods for News Discourse
In: FIMS Presentations (2015)
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6
Semantic Information eXchange Architecture (SIXA)
In: DTIC (2010)
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7
Topic Detection in Online Chat
In: DTIC (2009)
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8
Novel Topic Impact on Authorship Attribution
In: DTIC (2009)
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9
Detecting Age in Online Chat
In: DTIC (2009)
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10
Can We Apply Principles From Social Networking To Healthcare Informatics For Intelligent Data Analytics?
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11
Will Nano-Butlers Work for Micro-Payments? Innovation in Business Services Model may Reduce Cost of Delivering Global Healthcare Services ; Global Healthcare Services
Datta, Shoumen. - 2008
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12
Improving Information Extraction and Translation Using Component Interactions
In: DTIC (2008)
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13
IIT Kharagpur at TREC 2008 Blog Track
In: DTIC (2008)
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14
Identification of threats using linguistics-based knowledge extraction.
Chew, Peter A.. - : Sandia National Laboratories, 2008
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15
Text Mining the Biomedical Literature
In: DTIC (2007)
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16
Effectively Using Syntax for Recognizing False Entailment
In: DTIC (2006)
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17
Sentence Level Information Patterns for Novelty Detection
In: DTIC (2006)
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18
Toward Joint Segmentation and Classification of Dialog Acts in Multiparty Meetings
In: DTIC (2005)
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19
Discriminative Slot Detection Using Kernel Methods
In: DTIC (2004)
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20
Story Link Detection and New Event Detection are Asymmetric
In: DTIC (2003)
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