AboutMe: Using self-descriptions in webpages to document the effects of english pretraining data filters
Large language models'(LLMs) abilities are drawn from their pretraining data, and model
development begins with data curation. However, decisions around what data is retained or …
development begins with data curation. However, decisions around what data is retained or …
A method to analyze multiple social identities in twitter bios
Twitter users signal social identity in their profile descriptions, or bios, in a number of
important but complex ways that are not well-captured by existing characterizations of how …
important but complex ways that are not well-captured by existing characterizations of how …
Recruitment promotion via Twitter: a network-centric approach of analyzing community engagement using social identity
LHX Ng, IJ Cruickshank - Digital Government: Research and Practice, 2023 - dl.acm.org
With the proliferation of online technologies, social media recruitment has become an
essential part of any company's outreach campaign. A social media platform can provide …
essential part of any company's outreach campaign. A social media platform can provide …
Identity Construction in a Misogynist Incels Forum
Online communities of involuntary celibates (incels) are a prominent source of misogynist
hate speech. In this paper, we use quantitative text and network analysis approaches to …
hate speech. In this paper, we use quantitative text and network analysis approaches to …
Tumblr Facts: Antecedents of Self-Disclosure across Different Social Networking Sites
Previous research investigating antecedents of online self-disclosure pointed out two
perspectives: social compensation and enhancement hypotheses, showing controversial …
perspectives: social compensation and enhancement hypotheses, showing controversial …
Identity-based attribute prototypes distinguish communities on Twitter
T Magelinski, KM Carley - arXiv preprint arXiv:2302.10172, 2023 - arxiv.org
This paper examines the link between conversational communities on Twitter and their
members' expressions of social identity. It specifically tests the presence of community …
members' expressions of social identity. It specifically tests the presence of community …
Why do people think liberals drink lattes? How social media afforded self-presentation can shape subjective social sorting
Social sorting, the alignment of social identities, affiliations, and/or preferences with partisan
groups, can increase in-party attachment and decrease out-party tolerance. We propose that …
groups, can increase in-party attachment and decrease out-party tolerance. We propose that …
[PDF][PDF] Profile update: the effects of identity disclosure on network connections and
Our social identities determine how we interact and engage with the world surrounding us.
In online settings, individuals can make these identities explicit by including them in their …
In online settings, individuals can make these identities explicit by including them in their …
Pandemic Personas: Analyzing Identity Signals in COVID-19 Discourse on Twitter
The first year of the COVID-19 pandemic coincided with significant social and political
changes. This article presents an exploratory analysis of Twitter users' self-representations …
changes. This article presents an exploratory analysis of Twitter users' self-representations …
Profile update: the effects of identity disclosure on network connections and language
Our social identities determine how we interact and engage with the world surrounding us.
In online settings, individuals can make these identities explicit by including them in their …
In online settings, individuals can make these identities explicit by including them in their …