Optimizing Social Media Annotation of HPV Vaccine Skepticism and Misinformation Using Large Language Models: An Experimental Evaluation of In-Context Learning and Fine-Tuning Stance Detection Across Multiple Models
Fuente:
arXiv
Guardado en:
| Autores principales: | Sun, Luhang, Pendyala, Varsha, Chuang, Yun-Shiuan, Yang, Shanglin, Feldman, Jonathan, Zhao, Andrew, De Choudhury, Munmun, Yang, Sijia, Shah, Dhavan |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Adoption and implication of the Biased-Annotator Competence Estimation (BACE) model into COVID-19 vaccine Twitter data: Human annotation for latent message features
por: Sun, Luhang, et al.
Publicado: (2023)
por: Sun, Luhang, et al.
Publicado: (2023)
Purrfessor: A Fine-tuned Multimodal LLaVA Diet Health Chatbot
por: Lu, Linqi, et al.
Publicado: (2024)
por: Lu, Linqi, et al.
Publicado: (2024)
Employing Social Media to Improve Mental Health Outcomes
por: De Choudhury, Munmun
Publicado: (2025)
por: De Choudhury, Munmun
Publicado: (2025)
Simulating Opinion Dynamics with Networks of LLM-based Agents
por: Chuang, Yun-Shiuan, et al.
Publicado: (2023)
por: Chuang, Yun-Shiuan, et al.
Publicado: (2023)
The Wisdom of Partisan Crowds: Comparing Collective Intelligence in Humans and LLM-based Agents
por: Chuang, Yun-Shiuan, et al.
Publicado: (2023)
por: Chuang, Yun-Shiuan, et al.
Publicado: (2023)
Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks
por: Chuang, Yun-Shiuan, et al.
Publicado: (2024)
por: Chuang, Yun-Shiuan, et al.
Publicado: (2024)
Stance Detection on Social Media with Fine-Tuned Large Language Models
por: Gül, İlker, et al.
Publicado: (2024)
por: Gül, İlker, et al.
Publicado: (2024)
Understanding the Humans Behind Online Misinformation: An Observational Study Through the Lens of the COVID-19 Pandemic
por: Chandra, Mohit, et al.
Publicado: (2023)
por: Chandra, Mohit, et al.
Publicado: (2023)
Leveraging Unlabeled Audio-Visual Data in Speech Emotion Recognition using Knowledge Distillation
por: Pendyala, Varsha, et al.
Publicado: (2025)
por: Pendyala, Varsha, et al.
Publicado: (2025)
DEBATE: A Large-Scale Benchmark for Evaluating Opinion Dynamics in Role-Playing LLM Agents
por: Chuang, Yun-Shiuan, et al.
Publicado: (2025)
por: Chuang, Yun-Shiuan, et al.
Publicado: (2025)
Emergent Pair Density Wave Order Across a Lifshitz Transition
por: Yang, Luhang, et al.
Publicado: (2025)
por: Yang, Luhang, et al.
Publicado: (2025)
No Preference Left Behind: Group Distributional Preference Optimization
por: Yao, Binwei, et al.
Publicado: (2024)
por: Yao, Binwei, et al.
Publicado: (2024)
Selective LLM-Guided Regularization for Enhancing Recommendation Models
por: Yang, Shanglin, et al.
Publicado: (2025)
por: Yang, Shanglin, et al.
Publicado: (2025)
Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations
por: Shi, Zhan, et al.
Publicado: (2025)
por: Shi, Zhan, et al.
Publicado: (2025)
AI as We Describe It: How Large Language Models and Their Applications in Health are Represented Across Channels of Public Discourse
por: Zhou, Jiawei, et al.
Publicado: (2025)
por: Zhou, Jiawei, et al.
Publicado: (2025)
Prompting and Fine-Tuning Open-Sourced Large Language Models for Stance Classification
por: Cruickshank, Iain J., et al.
Publicado: (2023)
por: Cruickshank, Iain J., et al.
Publicado: (2023)
Why Training-Free Token Reduction Collapses: The Inherent Instability of Pairwise Scoring Signals
por: Shanglin, Yang
Publicado: (2026)
por: Shanglin, Yang
Publicado: (2026)
Spin-charge separation in two-leg t-J ladders
por: Yang, Luhang, et al.
Publicado: (2026)
por: Yang, Luhang, et al.
Publicado: (2026)
Oropharyngeal Cancer and the HPV Vaccine: Analysis of Social Media Content
por: Makayla R. Matthews, et al.
Publicado: (2025)
por: Makayla R. Matthews, et al.
Publicado: (2025)
Who Shapes Brazil's Vaccine Debate? Semi-Supervised Modeling of Stance and Polarization in YouTube's Media Ecosystem
por: de Oliveira, Geovana S., et al.
Publicado: (2026)
por: de Oliveira, Geovana S., et al.
Publicado: (2026)
Phase diagram of the one dimensional $t_1-t_2-J$ model: Ferromagnetism, triplet pairing, charge and pair density waves
por: Yang, Luhang, et al.
Publicado: (2024)
por: Yang, Luhang, et al.
Publicado: (2024)
Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models
por: Yang, Ruichao, et al.
Publicado: (2024)
por: Yang, Ruichao, et al.
Publicado: (2024)
Large Language Models as Information Sources: Distinctive Characteristics and Types of Low-Quality Information
por: Zhou, Jiawei, et al.
Publicado: (2025)
por: Zhou, Jiawei, et al.
Publicado: (2025)
A Risk Taxonomy and Reflection Tool for Large Language Model Adoption in Public Health
por: Zhou, Jiawei, et al.
Publicado: (2024)
por: Zhou, Jiawei, et al.
Publicado: (2024)
Advancing Annotation of Stance in Social Media Posts: A Comparative Analysis of Large Language Models and Crowd Sourcing
por: Li, Mao, et al.
Publicado: (2024)
por: Li, Mao, et al.
Publicado: (2024)
Supporters and Skeptics: LLM-based Analysis of Engagement with Mental Health (Mis)Information Content on Video-sharing Platforms
por: Nguyen, Viet Cuong, et al.
Publicado: (2024)
por: Nguyen, Viet Cuong, et al.
Publicado: (2024)
Mechanisms of HPV Transmission in the Era of HPV Prevention Vaccines
por: Anna R. Giuliano
Publicado: (2007)
por: Anna R. Giuliano
Publicado: (2007)
FlashGuard: Novel Method in Evaluating Differential Characteristics of Visual Stimuli for Deterring Seizure Triggers in Photosensitive Epilepsy
por: Pendyala, Ishan
Publicado: (2025)
por: Pendyala, Ishan
Publicado: (2025)
Pulsar Detection with Deep Learning
por: Pendyala, Manideep
Publicado: (2025)
por: Pendyala, Manideep
Publicado: (2025)
The Delusional Hedge Algorithm as a Model of Human Learning from Diverse Opinions
por: Chuang, Yun-Shiuan, et al.
Publicado: (2024)
por: Chuang, Yun-Shiuan, et al.
Publicado: (2024)
Effects of Health Information Communication Based on Social Media Usage in Promoting HPV Vaccination Intention in China
por: Ke Zhang, et al.
Publicado: (2024)
por: Ke Zhang, et al.
Publicado: (2024)
The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health Support
por: Song, Inhwa, et al.
Publicado: (2024)
por: Song, Inhwa, et al.
Publicado: (2024)
Smiling Women Pitching Down: Auditing Representational and Presentational Gender Biases in Image Generative AI
por: Sun, Luhang, et al.
Publicado: (2023)
por: Sun, Luhang, et al.
Publicado: (2023)
Emotion-aware Dual Cross-Attentive Neural Network with Label Fusion for Stance Detection in Misinformative Social Media Content
por: Pangtey, Lata, et al.
Publicado: (2025)
por: Pangtey, Lata, et al.
Publicado: (2025)
Stanceosaurus 2.0: Classifying Stance Towards Russian and Spanish Misinformation
por: Lavrouk, Anton, et al.
Publicado: (2024)
por: Lavrouk, Anton, et al.
Publicado: (2024)
Exposure to Content Written by Large Language Models Can Reduce Stigma Around Opioid Use Disorder in Online Communities
por: Mittal, Shravika, et al.
Publicado: (2025)
por: Mittal, Shravika, et al.
Publicado: (2025)
Building Resilience to Misinformation: A Cross-National Development of the Digital Media and Information Literacy Scale (DMILS)
por: Qian, Sijia, et al.
Publicado: (2026)
por: Qian, Sijia, et al.
Publicado: (2026)
WhatsApp Vaccine Discourse (WhaVax): An Expert-Annotated Dataset and Benchmark for Health Misinformation Detection
por: Santos, Jônatas H. dos, et al.
Publicado: (2026)
por: Santos, Jônatas H. dos, et al.
Publicado: (2026)
A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models
por: Verma, Gaurav, et al.
Publicado: (2025)
por: Verma, Gaurav, et al.
Publicado: (2025)
Effects of the Next-Nearest-Neighbor Hopping on the Low-Dimensional Hubbard Model: Ferromagnetism, Antiferromagnetism, and Superconductivity
por: Yang, Luhang, et al.
Publicado: (2025)
por: Yang, Luhang, et al.
Publicado: (2025)
Ejemplares similares
-
Adoption and implication of the Biased-Annotator Competence Estimation (BACE) model into COVID-19 vaccine Twitter data: Human annotation for latent message features
por: Sun, Luhang, et al.
Publicado: (2023) -
Purrfessor: A Fine-tuned Multimodal LLaVA Diet Health Chatbot
por: Lu, Linqi, et al.
Publicado: (2024) -
Employing Social Media to Improve Mental Health Outcomes
por: De Choudhury, Munmun
Publicado: (2025) -
Simulating Opinion Dynamics with Networks of LLM-based Agents
por: Chuang, Yun-Shiuan, et al.
Publicado: (2023) -
The Wisdom of Partisan Crowds: Comparing Collective Intelligence in Humans and LLM-based Agents
por: Chuang, Yun-Shiuan, et al.
Publicado: (2023)