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From Stance to Concern: Adaptation of Propositional Analysis to New Tasks and Domains ...
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2
Detecting Asks in SE attacks: Impact of Linguistic and Structural Knowledge ...
Abstract: Social engineers attempt to manipulate users into undertaking actions such as downloading malware by clicking links or providing access to money or sensitive information. Natural language processing, computational sociolinguistics, and media-specific structural clues provide a means for detecting both the ask (e.g., buy gift card) and the risk/reward implied by the ask, which we call framing (e.g., lose your job, get a raise). We apply linguistic resources such as Lexical Conceptual Structure to tackle ask detection and also leverage structural clues such as links and their proximity to identified asks to improve confidence in our results. Our experiments indicate that the performance of ask detection, framing detection, and identification of the top ask is improved by linguistically motivated classes coupled with structural clues such as links. Our approach is implemented in a system that informs users about social engineering risk situations. ... : Accepted at AAAI 2020 ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2002.10931
https://arxiv.org/abs/2002.10931
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3
Adaptation of a Lexical Organization for Social Engineering Detection and Response Generation ...
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4
Use of Modality and Negation in Semantically-Informed Syntactic MT ...
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5
A Modality Lexicon and its use in Automatic Tagging ...
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6
Semantically-Informed Syntactic Machine Translation: A Tree-Grafting Approach ...
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7
Computing Lexical Contrast ...
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8
Use of Modality and Negation in Semantically-Informed Syntactic MT
In: DTIC (2012)
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9
Measuring Degrees of Semantic Opposition ...
Mohammad, Saif M.; Dorr, Bonnie J.; Hirst, Graeme. - : National Research Council Canada, 2011
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10
The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational Linguistics
Bird, Steven; Dale, Robert; Dorr, Bonnie J. - : Paris : European Language Resources Association (ELRA), 2008
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11
Measuring Variability in Sentence Ordering for News Summarization
Klavans, Judith L.; Madnani, Nitin; Passonneau, Rebecca. - : Proceeding ENLG '07 Proceedings of the Eleventh European Workshop on Natural Language Generation, 2007
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12
Multiple Alternative Sentene Compressions as a Tool for Automatic Summarization Tasks
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13
Text Summarization Evaluation: Correlating Human Performance on an Extrinsic Task with Automatic Intrinsic Metrics
Hobson, Stacy. - 2007
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14
Text Summarization Evaluation: Correlating Human Performance on an Extrinsic Task with Automatic Intrinsic Metrics
In: DTIC (2006)
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15
Deriving verbal and compositional lexical aspect for NLP applications
In: The language of time (Oxford, 2005), p. 115-128
MPI für Psycholinguistik
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16
Combining Linguistic and Machine Learning Techniques for Word Alignment Improvement
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17
Use of Minimal Lexical Conceptual Structures for Single-Document Summarization
In: DTIC (2004)
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18
Symbolic MT With Statistical NLP Components
In: DTIC (2004)
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19
Inducing Semantic Frames from Lexical Resources
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20
Use of OCR for Rapid Construction of Bilingual Lexicons
In: DTIC (2003)
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