23 |
Nonparametric Bayesian Storyline Detection from Microtexts ...
|
|
|
|
BASE
|
|
Show details
|
|
24 |
A Kernel Independence Test for Geographical Language Variation ...
|
|
|
|
BASE
|
|
Show details
|
|
26 |
The Social Dynamics of Language Change in Online Networks ...
|
|
|
|
BASE
|
|
Show details
|
|
27 |
More emojis, less :) The competition for paralinguistic function in microblog writing
|
|
|
|
In: First Monday; Volume 21, Number 11 - 7 November 2016 ; 1396-0466 (2016)
|
|
BASE
|
|
Show details
|
|
29 |
Overcoming Language Variation in Sentiment Analysis with Social Attention ...
|
|
|
|
BASE
|
|
Show details
|
|
30 |
Better Document-level Sentiment Analysis from RST Discourse Parsing ...
|
|
|
|
BASE
|
|
Show details
|
|
35 |
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” ...
|
|
Keyword:
170203 Knowledge Representation and Machine Learning; FOS Psychology
|
|
URL: https://dx.doi.org/10.1184/r1/6475553 https://kilthub.cmu.edu/articles/Diffusion_of_Lexical_Change_in_Social_Media/6475553
|
|
BASE
|
|
Hide details
|
|
36 |
Multilingual Part-of-Speech Tagging: Two Unsupervised Approaches ...
|
|
|
|
BASE
|
|
Show details
|
|
37 |
POS induction with distributional and morphological information using a distance-dependent Chinese Restaurant Process
|
|
|
|
BASE
|
|
Show details
|
|
38 |
One Vector is Not Enough: Entity-Augmented Distributional Semantics for Discourse Relations ...
|
|
|
|
BASE
|
|
Show details
|
|
39 |
Entity-Augmented Distributional Semantics for Discourse Relations ...
|
|
|
|
BASE
|
|
Show details
|
|
|
|