Grok in the Wild: Characterizing the Roles and Uses of Large Language Models on Social Media

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mei, Katelyn Xiaoying, Wolfe, Robert, Weber, Nicholas, Saveski, Martin
Format:	Preprint
Published:	2026
Subjects:	Social and Information Networks Computers and Society
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

@GrokSet: multi-party Human-LLM Interactions in Social Media
by: Migliarini, Matteo, et al.
Published: (2026)

Reranking Social Media Feeds: A Practical Guide for Field Experiments
by: Piccardi, Tiziano, et al.
Published: (2024)

Community notes reduce engagement with and diffusion of false information online
by: Slaughter, Isaac, et al.
Published: (2025)

Synthetic Social Media Influence Experimentation via an Agentic Reinforcement Learning Large Language Model Bot
by: Jin, Bailu, et al.
Published: (2024)

The Evolution of Language in Social Media Comments
by: Di Marco, Niccolò, et al.
Published: (2024)

Scaling Human Judgment in Community Notes with LLMs
by: Li, Haiwen, et al.
Published: (2025)

Large Language Models' Accuracy in Emulating Human Experts' Evaluation of Public Sentiments about Heated Tobacco Products on Social Media
by: Kim, Kwanho, et al.
Published: (2025)

Patterns, Models, and Challenges in Online Social Media: A Survey
by: Di Marco, Niccolò, et al.
Published: (2025)

Identifying Cyberbullying Roles in Social Media
by: Sandoval, Manuel, et al.
Published: (2024)

Narcotweets: Social Media in Wartime
by: Monroy-Hernández, Andrés, et al.
Published: (2015)

Tiered Anonymity on Social-Media Platforms as a Countermeasure against Deepfakes and LLM-Driven Mass Misinformation
by: Khachaturov, David, et al.
Published: (2025)

The Dual Personas of Social Media Bots
by: Ng, Lynnette Hui Xian, et al.
Published: (2025)

Gun Culture in Fringe Social Media
by: Tahmasbi, Fatemeh, et al.
Published: (2024)

Social Media Data Toolkit: Standardization and Anonymization of Social Network Datasets
by: Najafi, Ali, et al.
Published: (2026)

Identifying Influential Brokers on Social Media from Social Network Structure
by: Tsugawa, Sho, et al.
Published: (2022)

Governing Social Media as a Public Utility
by: Mueller-Bloch, Christoph, et al.
Published: (2026)

Dynamics of Ideological Biases of Social Media Users
by: Modi, Mohammed Shahid, et al.
Published: (2023)

The Effects of Enterprise Social Media on Communication Networks
by: Ribeiro, Manoel Horta, et al.
Published: (2025)

Deplatforming Norm-Violating Influencers on Social Media Reduces Overall Online Attention Toward Them
by: Ribeiro, Manoel Horta, et al.
Published: (2024)

Re-ranking Using Large Language Models for Mitigating Exposure to Harmful Content on Social Media Platforms
by: Oak, Rajvardhan, et al.
Published: (2025)

RSD-15K: A Large-Scale User-Level Annotated Dataset for Suicide Risk Detection on Social Media
by: Zheng, Shouwen, et al.
Published: (2025)

Reranking partisan animosity in algorithmic social media feeds alters affective polarization
by: Piccardi, Tiziano, et al.
Published: (2024)

Extracting Participation in Collective Action from Social Media
by: Pera, Arianna, et al.
Published: (2025)

Asking Grok: AI-Assisted Sensemaking in Social Media Conversations
by: Bobek, Michelle, et al.
Published: (2026)

Temporal and Content Coupling Analysis of Social Media User Behavior
by: Tan, Jipeng, et al.
Published: (2026)

Uncertainty-Aware Estimation of Mis/Disinformation Prevalence on Social Media
by: Amarasinghe, Ishari, et al.
Published: (2026)

Social Media Bot Policies: Evaluating Passive and Active Enforcement
by: Radivojevic, Kristina, et al.
Published: (2024)

Engagement, User Satisfaction, and the Amplification of Divisive Content on Social Media
by: Milli, Smitha, et al.
Published: (2023)

Information Pathways in Online Science Communication: The Role of Platform Actors and News Media
by: Efstratiou, Alexandros, et al.
Published: (2026)

Can We Fix Social Media? Testing Prosocial Interventions using Generative Social Simulation
by: Larooij, Maik, et al.
Published: (2025)

Finding Fake News Websites in the Wild
by: Araujo, Leandro, et al.
Published: (2024)

Quantifying Media Influence on Covid-19 Mask-Wearing Beliefs
by: Rabb, Nicholas, et al.
Published: (2024)

From Niche to Mainstream: Community Size and Engagement in Social Media Conversations
by: Nudo, Jacopo, et al.
Published: (2025)

ALETHEIA: Combating Social Media Influence Campaigns with Graph Neural Networks
by: Saeed, Mohammad Hammas, et al.
Published: (2025)

Social Media Harm Abatement: Mechanisms for Transparent Public Health Assessment
by: Lubin, Nathaniel, et al.
Published: (2025)

Election Polls on Social Media: Prevalence, Biases, and Voter Fraud Beliefs
by: Scarano, Stephen, et al.
Published: (2024)

Moral Sparks in Social Media Narratives
by: Xi, Ruijie, et al.
Published: (2023)

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models
by: Bonagiri, Akash, et al.
Published: (2025)

Empirical Evaluation of Link Deletion Methods for Limiting Information Diffusion on Social Media
by: Furukawa, Shiori, et al.
Published: (2026)

Media Bias Matters: Understanding the Impact of Politically Biased News on Vaccine Attitudes in Social Media
by: Jiang, Bohan, et al.
Published: (2024)