Social Media Analysis

PerspectiveMod: A Perspectivist Resource for Deliberative Moderation EMNLP 2025 Position: Build Agent Advocates, Not Platform Agents ICML 2025 Position: Generative AI Regulation Can Learn from Social Media Regulation ICML 2025 Post-hoc Study of Climate Microtargeting on Social Media Ads with LLMs: Thematic Insights and Fairness Evaluation EMNLP 2025 Predicting Cross-lingual Trends in Microblogs EMNLP 2025 Prompt Engineering for Capturing Dynamic Mental Health Self States from Social Media Posts NAACL 2025 PUBLICSPEAK: Hearing the Public with a Probabilistic Framework AAAI 2025 PychoAgent: Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events EMNLP 2025 QoLAS: A Reddit Corpus of Health-Related Quality of Life Aspects of Mental Disorders ACL 2025 Reddit FlairShare: A Human-Annotated Dataset of Gender-Progressive Online Discourse Interspeech 2025 Representative Ranking for Deliberation in the Public Sphere ICML 2025 Resonance: Learning to Predict Social-Aware Pedestrian Trajectories as Co-Vibrations ICCV 2025 Retrieval-Enhanced Mental Health Assessment: Capturing Self-State Dynamics from Social Media Using In-Context Learning NAACL 2025 ‘Rich Dad, Poor Lad’: How do Large Language Models Contextualize Socioeconomic Factors in College Admission ? EMNLP 2025 SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention ACL 2025 Self-State Evidence Extraction and Well-Being Prediction from Social Media Timelines NAACL 2025 Sensitive Content Classification in Social Media: A Holistic Resource and Evaluation ACL 2025 Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch ACL 2025 Simulating Misinformation Diffusion on Social Media Through CoNVaI: A Textual- and Agent-Based Diffusion Model IJCAI 2025 Social Hatred: Efficient Multimodal Detection of Hatemongers ACL 2025 SocioBench: Modeling Human Behavior in Sociological Surveys with Large Language Models EMNLP 2025 SOLAR: Towards Characterizing Subjectivity of Individuals through Modeling Value Conflicts and Trade-offs EMNLP 2025 SPARK: Simulating the Co-evolution of Stance and Topic Dynamics in Online Discourse with LLM-based Agents EMNLP 2025 SSNCSE@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages NAACL 2025 SSNTrio @ DravidianLangTech 2025: Hybrid Approach for Hate Speech Detection in Dravidian Languages with Text and Audio Modalities NAACL 2025