Suicide Risk Assessment on Social Media with Semi-Supervised Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lovitt, Max, Ma, Haotian, Wang, Song, Peng, Yifan
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence Social and Information Networks
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Detection of Suicidal Risk on Social Media: A Hybrid Model
by: Yang, Zaihan, et al.
Published: (2025)

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

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

Su-RoBERTa: A Semi-supervised Approach to Predicting Suicide Risk through Social Media using Base Language Models
by: Tank, Chayan, et al.
Published: (2024)

Detecting Early and Implicit Suicidal Ideation via Longitudinal and Information Environment Signals on Social Media
by: Shimgekar, Soorya Ram, et al.
Published: (2025)

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

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

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

A Multi-Stage Large Language Model Framework for Extracting Suicide-Related Social Determinants of Health
by: Wang, Song, et al.
Published: (2025)

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

Harmful Suicide Content Detection
by: Park, Kyumin, et al.
Published: (2024)

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

Who Shapes Brazil's Vaccine Debate? Semi-Supervised Modeling of Stance and Polarization in YouTube's Media Ecosystem
by: de Oliveira, Geovana S., et al.
Published: (2026)

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

SoMe: A Realistic Benchmark for LLM-based Social Media Agents
by: Xue, Dizhan, et al.
Published: (2025)

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

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)

BEYONDWORDS is All You Need: Agentic Generative AI based Social Media Themes Extractor
by: Ghali, Mohammed-Khalil, 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)

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

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)

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

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

Interpersonal Theory of Suicide as a Lens to Examine Suicidal Ideation in Online Spaces
by: Shimgekar, Soorya Ram, et al.
Published: (2025)

Post-hoc Study of Climate Microtargeting on Social Media Ads with LLMs: Thematic Insights and Fairness Evaluation
by: Islam, Tunazzina, 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)

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

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

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

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)

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

Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection
by: Wang, Wei-Yao, et al.
Published: (2024)

Transit Pulse: Utilizing Social Media as a Source for Customer Feedback and Information Extraction with Large Language Model
by: Wang, Jiahao, et al.
Published: (2024)

Human Mobility Datasets Enriched With Contextual and Social Dimensions
by: Pugliese, Chiara, et al.
Published: (2025)

MultiSiam: A Multiple Input Siamese Network For Social Media Text Classification And Duplicate Text Detection
by: Bhoi, Sudhanshu, et al.
Published: (2024)

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

Modeling Community Attitude through Reaction Tone: A Human-AI Collaborative Framework for Evaluating LLM Alignment with Linguistic Behaviors in Online Communities
by: Wen, Nuan, et al.
Published: (2026)

Leveraging Prompt-Based Large Language Models: Predicting Pandemic Health Decisions and Outcomes Through Social Media Language
by: Ding, Xiaohan, et al.
Published: (2024)