SoMe: A Realistic Benchmark for LLM-based Social Media Agents

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xue, Dizhan, Cui, Jing, Qian, Shengsheng, Hu, Chuanrui, Xu, Changsheng
Format:	Preprint
Published:	2025
Subjects:	Social and Information Networks Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Short-video Propagation Influence Rating: A New Real-world Dataset and A New Large Graph Model
by: Xue, Dizhan, et al.
Published: (2025)

BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents
by: Wang, Yifei, et al.
Published: (2024)

From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models
by: Qian, Shengsheng, et al.
Published: (2024)

SoMeR: Multi-View User Representation Learning for Social Media
by: Guo, Siyi, et al.
Published: (2024)

Are LLM-Powered Social Media Bots Realistic?
by: Ng, Lynnette Hui Xian, et al.
Published: (2025)

Incentivizing News Consumption on Social Media Platforms Using Large Language Models and Realistic Bot Accounts
by: Askari, Hadi, et al.
Published: (2024)

PERCEIVE: A Benchmark for Personalized Emotion and Communication Behavior Understanding on Social Media
by: Liao, Jian, et al.
Published: (2026)

How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks
by: Wu, Yusen, et al.
Published: (2025)

TrajLLM: A Modular LLM-Enhanced Agent-Based Framework for Realistic Human Trajectory Simulation
by: Ju, Chenlu, et al.
Published: (2025)

When AI Agents Collude Online: Financial Fraud Risks by Collaborative LLM Agents on Social Platforms
by: Ren, Qibing, et al.
Published: (2025)

Why Misinformation is Created? Detecting them by Integrating Intent Features
by: Wang, Bing, et al.
Published: (2024)

BEYONDWORDS is All You Need: Agentic Generative AI based Social Media Themes Extractor
by: Ghali, Mohammed-Khalil, et al.
Published: (2025)

Simulating and Experimenting with Social Media Mobilization Using LLM Agents
by: Shirani, Sadegh, et al.
Published: (2025)

An Analytical Emotion Framework of Rumour Threads on Social Media
by: Xing, Rui, et al.
Published: (2025)

Level-Navi Agent: A Framework and benchmark for Chinese Web Search Agents
by: Hu, Chuanrui, et al.
Published: (2024)

User-Aware Multilingual Abusive Content Detection in Social Media
by: Rehman, Mohammad Zia Ur, et al.
Published: (2024)

Suicide Risk Assessment on Social Media with Semi-Supervised Learning
by: Lovitt, Max, et al.
Published: (2024)

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

Patients Speak, AI Listens: LLM-based Analysis of Online Reviews Uncovers Key Drivers for Urgent Care Satisfaction
by: Xu, Xiaoran, et al.
Published: (2025)

Measuring Social Media Polarization Using Large Language Models and Heuristic Rules
by: Chowdhury, Jawad, et al.
Published: (2026)

Evolving to the Future: Unseen Event Adaptive Fake News Detection on Social Media
by: Zhang, Jiajun, et al.
Published: (2024)

A Computational Framework for Interpretable Text-Based Personality Assessment from Social Media
by: Gjurković, Matej
Published: (2025)

LLMTaxo: Leveraging Large Language Models for Constructing Taxonomy of Factual Claims from Social Media
by: Zhang, Haiqi, et al.
Published: (2025)

Assessing Capabilities of Large Language Models in Social Media Analytics: A Multi-task Quest
by: Davoudi, Ramtin, et al.
Published: (2026)

Hate Speech Detection Using Cross-Platform Social Media Data In English and German Language
by: Shahi, Gautam Kishore, et al.
Published: (2024)

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

MOSAIC: Modeling Social AI for Content Dissemination and Regulation in Multi-Agent Simulations
by: Liu, Genglin, et al.
Published: (2025)

Leveraging Large Language Models for Multi-Class and Multi-Label Detection of Drug Use and Overdose Symptoms on Social Media
by: Ahmad, Muhammad, et al.
Published: (2025)

Y Social: an LLM-powered Social Media Digital Twin
by: Rossetti, Giulio, et al.
Published: (2024)

Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking
by: Qian, Shengsheng, et al.
Published: (2023)

Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN
by: Zhou, Zhilun, et al.
Published: (2024)

Simulating Rumor Spreading in Social Networks using LLM Agents
by: Hu, Tianrui, et al.
Published: (2025)

Classifying Problem and Solution Framing in Congressional Social Media
by: Melnyk, Misha, et al.
Published: (2026)

TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System
by: Zhang, Zeyu, et al.
Published: (2024)

LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs
by: Wang, Kai, et al.
Published: (2024)

Detecting Synthetic Political Narratives in Cross-Platform Social Media Discourse
by: Antonakaki, Despoina, et al.
Published: (2026)

Intertwined Biases Across Social Media Spheres: Unpacking Correlations in Media Bias Dimensions
by: Liu, Yifan, et al.
Published: (2024)

Enriching GNNs with Text Contextual Representations for Detecting Disinformation Campaigns on Social Media
by: da Silva, Bruno Croso Cunha, et al.
Published: (2024)

Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media
by: Sun, Zhen, et al.
Published: (2024)

Multi-Stakeholder Disaster Insights from Social Media Using Large Language Models
by: Belcastro, Loris, et al.
Published: (2025)