Imagen de Portada

Generative Large Language Models (gLLMs) in Content Analysis: A Practical Guide for Communication Research

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Kravets-Meinke, Daria, Schmid-Petri, Hannah, Niemann, Sonja, Schmid, Ute
Formato:	Preprint
Publicado:	2025
Materias:	Artificial Intelligence Social and Information Networks
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Policy-as-Prompt: Rethinking Content Moderation in the Age of Large Language Models
por: Palla, Konstantina, et al.
Publicado: (2025)

LATEX-GCL: Large Language Models (LLMs)-Based Data Augmentation for Text-Attributed Graph Contrastive Learning
por: Yang, Haoran, et al.
Publicado: (2024)

Adversarial Attacks and Defenses on Graph-aware Large Language Models (LLMs)
por: Olatunji, Iyiola E., et al.
Publicado: (2025)

Graph Machine Learning in the Era of Large Language Models (LLMs)
por: Wang, Shijie, et al.
Publicado: (2024)

A Multi-Stage Framework with Taxonomy-Guided Reasoning for Occupation Classification Using Large Language Models
por: Achananuparp, Palakorn, et al.
Publicado: (2025)

Watch Your Language: Investigating Content Moderation with Large Language Models
por: Kumar, Deepak, et al.
Publicado: (2023)

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

Large Language Model Driven Agents for Simulating Echo Chamber Formation
por: Gu, Chenhao, et al.
Publicado: (2025)

Hierarchical Compression of Text-Rich Graphs via Large Language Models
por: Zhang, Shichang, et al.
Publicado: (2024)

How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices?
por: Algaba, Andres, et al.
Publicado: (2025)

An Empirical Study of Collective Behaviors and Social Dynamics in Large Language Model Agents
por: Hashemi, Farnoosh, et al.
Publicado: (2026)

Beyond Static Snapshots: Dynamic Modeling and Forecasting of Group-Level Value Evolution with Large Language Models
por: Pi, Qiankun, et al.
Publicado: (2026)

Fast Butterfly-Core Community Search For Large Labeled Graphs
por: Du, JiaYi, et al.
Publicado: (2024)

AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models
por: Zheng, Yuhao, et al.
Publicado: (2025)

An Effective Index for Truss-based Community Search on Large Directed Graphs
por: Ai, Wei, et al.
Publicado: (2024)

Flexible Generation of Preference Data for Recommendation Analysis
por: Mungari, Simone, et al.
Publicado: (2024)

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

Monitoring Critical Infrastructure Facilities During Disasters Using Large Language Models
por: Ziaullah, Abdul Wahab, et al.
Publicado: (2024)

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset
por: Malode, Yash, et al.
Publicado: (2025)

The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News
por: Liu, Yuhan, et al.
Publicado: (2025)

The Influence of Text Variation on User Engagement in Cross-Platform Content Sharing
por: Hu, Yibo, et al.
Publicado: (2025)

Large Language Models in Biomedical and Health Informatics: A Review with Bibliometric Analysis
por: Yu, Huizi, et al.
Publicado: (2024)

LLMs are Introvert
por: Zhang, Litian, et al.
Publicado: (2025)

Community Detection on Model Explanation Graphs for Explainable AI
por: Moradi, Ehsan
Publicado: (2025)

Toward Culturally Aligned LLMs through Ontology-Guided Multi-Agent Reasoning
por: Seo, Wonduk, et al.
Publicado: (2026)

Generating Large Semi-Synthetic Graphs of Any Size
por: Tuna, Rodrigo, et al.
Publicado: (2025)

Large Language Models for Social Networks: Applications, Challenges, and Solutions
por: Zeng, Jingying, et al.
Publicado: (2024)

LLMs Prompted for Graphs: Hallucinations and Generative Capabilities
por: Richardeau, Gurvan, et al.
Publicado: (2024)

A Local Perspective-based Model for Overlapping Community Detection
por: Zhou, Gaofeng, et al.
Publicado: (2025)

Large Language Models for Causal Relations Extraction in Social Media: A Validation Framework for Disaster Intelligence
por: Jeong, Ujun, et al.
Publicado: (2026)

Time Complexity of Broadcast and Consensus for Randomized Oblivious Message Adversaries
por: El-Hayek, Antoine, et al.
Publicado: (2023)

EpiLLM: Unlocking the Potential of Large Language Models in Epidemic Forecasting
por: Gong, Chenghua, et al.
Publicado: (2025)

Understanding Sarcoidosis Using Large Language Models and Social Media Data
por: Xi, Nan Miles, et al.
Publicado: (2024)

Whose Side Are You On? Investigating the Political Stance of Large Language Models
por: Pit, Pagnarasmey, et al.
Publicado: (2024)

Can Large Language Models Detect Misinformation in Scientific News Reporting?
por: Cao, Yupeng, et al.
Publicado: (2024)

Promoting Security and Trust on Social Networks: Explainable Cyberbullying Detection Using Large Language Models in a Stream-Based Machine Learning Framework
por: García-Méndez, Silvia, et al.
Publicado: (2025)

Communication Bias in Large Language Models: A Regulatory Perspective
por: Kuenzler, Adrian, et al.
Publicado: (2025)

Leveraging Knowledge Graphs and LLMs for Structured Generation of Misinformation
por: Nayab, Sania, et al.
Publicado: (2025)

Problem-Solving in Language Model Networks
por: Regan, Ciaran, et al.
Publicado: (2024)

SCRAG: Social Computing-Based Retrieval Augmented Generation for Community Response Forecasting in Social Media Environments
por: Sun, Dachun, et al.
Publicado: (2025)