Natural language use as a marker

ME Ireland, MR Mehl - The Oxford handbook of language and …, 2014 - books.google.com
Natural language has historically been integral to the study of personality. Yet research on
how personality is revealed through language use has only recently gained momentum …

Automatic personality assessment through social media language.

G Park, HA Schwartz, JC Eichstaedt… - Journal of personality …, 2015 - psycnet.apa.org
Abstract Language use is a psychologically rich, stable individual difference with well-
established correlations to personality. We describe a method for assessing personality …

Personality in 100,000 words: A large-scale analysis of personality and word use among bloggers

T Yarkoni - Journal of research in personality, 2010 - Elsevier
Previous studies have found systematic associations between personality and individual
differences in word use. Such studies have typically focused on broad associations between …

Dark personalities on Facebook: Harmful online behaviors and language

O Bogolyubova, P Panicheva, R Tikhonov… - Computers in human …, 2018 - Elsevier
The goal of this paper was to assess the connection between dark personality traits and
engagement in harmful online behaviors in a sample of Russian Facebook users, and to …

Do liberals and conservatives use different moral languages? Two replications and six extensions of Graham, Haidt, and Nosek's (2009) moral text analysis

JA Frimer - Journal of Research in Personality, 2020 - Elsevier
Do liberals and conservatives tend to use different moral languages? The Moral
Foundations Hypothesis states that liberals rely more on foundations of care/harm and …

Personallm: Investigating the ability of large language models to express personality traits

H Jiang, X Zhang, X Cao, C Breazeal, D Roy… - arXiv preprint arXiv …, 2023 - arxiv.org
Despite the many use cases for large language models (LLMs) in creating personalized
chatbots, there has been limited research on evaluating the extent to which the behaviors of …

[HTML][HTML] Text classification for assisting moderators in online health communities

J Huh, M Yetisgen-Yildiz, W Pratt - Journal of biomedical informatics, 2013 - Elsevier
Objectives Patients increasingly visit online health communities to get help on managing
health. The large scale of these online communities makes it impossible for the moderators …

Perceptions of personality in text-based media and OSN: A meta-analysis

KO Tskhay, NO Rule - Journal of research in personality, 2014 - Elsevier
Research has shown that personality can be accurately perceived at zero-acquaintance.
Although most of this work has focused on physical appearance, a growing number of …

Personality and susceptibility to political microtargeting: A comparison between a machine-learning and self-report approach

B Zarouali, T Dobber, J Schreuder - Computers in Human Behavior, 2024 - Elsevier
Based on recent technological advances, campaigners and political actors can use
psychographic-based political marketing. Yet, empirical evidence about its effectiveness is …

Tone in politics is not systematically related to macro trends, ideology, or experience

C Pipal, BN Bakker, G Schumacher… - Scientific Reports, 2024 - nature.com
What explains the variation in tone in politics? Different literatures argue that changes in the
tone of politicians reflect changes in the economy, general language, well-being, or …