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41
Diffusion of Lexical Change in Social Media ...
Abstract: Computer-mediated communication is driving fundamental changes in the nature of written language. We investigate these changes by statistical analysis of a dataset comprising 107 million Twitter messages (authored by 2.7 million unique user accounts). Using a latent vector autoregressive model to aggregate across thousands of words, we identify high-level patterns in diffusion of linguistic change over the United States. Our model is robust to unpredictable changes in Twitter's sampling rate, and provides a probabilistic characterization of the relationship of macro-scale linguistic influence to a set of demographic and geographic predictors. The results of this analysis offer support for prior arguments that focus on geographical proximity and population size. However, demographic similarity -- especially with regard to race -- plays an even more central role, as cities with similar racial demographics are far more likely to share linguistic influence. Rather than moving towards a single unified "netspeak" ... : preprint of PLOS-ONE paper from November 2014; PLoS ONE 9(11) e113114 ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences; FOS Physical sciences; Physics and Society physics.soc-ph; Social and Information Networks cs.SI
URL: https://arxiv.org/abs/1210.5268
https://dx.doi.org/10.48550/arxiv.1210.5268
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42
Gender identity and lexical variation in social media ...
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43
Discovering Sociolinguistic Associations with Structured Sparsity ...
Eisenstein, Jacob; Smith, Noah A.; Xing, Eric P.. - : Carnegie Mellon University, 2011
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44
A Latent Variable Model for Geographic Lexical Variation ...
Eisenstein, Jacob; O'Connor, Brendan; Smith, Noah A.. - : Carnegie Mellon University, 2010
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45
A Latent Variable Model for Geographic Lexical Variation ...
Eisenstein, Jacob; O'Connor, Brendan; Smith, Noah A.. - : Carnegie Mellon University, 2010
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46
Discovering Demographic Language Variation ...
O'Connor, Brendan; Eisenstein, Jacob; Xing, Eric P. - : Carnegie Mellon University, 2010
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47
Discovering Demographic Language Variation ...
O'Connor, Brendan; Eisenstein, Jacob; Xing, Eric P. - : Carnegie Mellon University, 2010
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48
Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments
In: DTIC (2010)
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49
Adding More Languages Improves Unsupervised Multilingual Part-of-Speech Tagging: A Bayesian Non-Parametric Approach
In: MIT web domain (2009)
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50
Multilingual Part-of-Speech Tagging Two Unsupervised Approaches
In: JAIR (2009)
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51
Gesture in automatic discourse processing ; Structured models of gesture for discourse processing
Eisenstein, Jacob (Jacob Richard). - : Massachusetts Institute of Technology, 2008
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52
Gesture in Automatic Discourse Processing
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53
Discourse Topic and Gestural Form
In: ACM (2008)
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54
Sylvie Gibet, Nicolas Courty, & Jean-François Kamp (Eds.): Gesture in human-computer interaction and simulation [Rezension]
In: Gesture. - Amsterdam [u.a.] : Benjamins 7 (2007) 1, 119-127
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55
Sylvie Gibet, Nicolas Courty, & Jean-François Kamp (Eds.) (2006). Gesture in human computer interaction and simulation.
In: Gesture. - Amsterdam [u.a.] : Benjamins 7 (2007) 1, 119-127
OLC Linguistik
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56
Gestural Cues for Sentence Segmentation
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