Limited Effectiveness of LLM-based Data Augmentation for COVID-19 Misinformation Stance Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Choi, Eun Cheol, Balasubramanian, Ashwin, Qi, Jinhu, Ferrara, Emilio |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FACT-GPT: Fact-Checking Augmentation via Claim Matching with LLMs
by: Choi, Eun Cheol, et al.
Published: (2024)
by: Choi, Eun Cheol, et al.
Published: (2024)
Visual Selective Attention System to Intervene User Attention in Sharing COVID-19 Misinformation
by: Amin, Zaid, et al.
Published: (2021)
by: Amin, Zaid, et al.
Published: (2021)
GET-Tok: A GenAI-Enriched Multimodal TikTok Dataset Documenting the 2022 Attempted Coup in Peru
by: Pinto, Gabriela, et al.
Published: (2024)
by: Pinto, Gabriela, et al.
Published: (2024)
The Dynamics of (Not) Unfollowing Misinformation Spreaders
by: Ashkinaze, Joshua, et al.
Published: (2024)
by: Ashkinaze, Joshua, et al.
Published: (2024)
RLHF May Not Reflect Genuine Preferences
by: Ghafouri, Bijean, et al.
Published: (2026)
by: Ghafouri, Bijean, et al.
Published: (2026)
Safe Spaces or Toxic Places? Content Moderation and Social Dynamics of Online Eating Disorder Communities
by: Lerman, Kristina, et al.
Published: (2024)
by: Lerman, Kristina, et al.
Published: (2024)
The Generative AI Paradox: GenAI and the Erosion of Trust, the Corrosion of Information Verification, and the Demise of Truth
by: Ferrara, Emilio
Published: (2026)
by: Ferrara, Emilio
Published: (2026)
"Can You Play Anything Else?" Understanding Play Style Flexibility in League of Legends
by: Chen, Emily, et al.
Published: (2024)
by: Chen, Emily, et al.
Published: (2024)
GenAI Against Humanity: Nefarious Applications of Generative Artificial Intelligence and Large Language Models
by: Ferrara, Emilio
Published: (2023)
by: Ferrara, Emilio
Published: (2023)
Sowing 'Seeds of Doubt': Cottage Industries of Election and Medical Misinformation in Brazil and the United States
by: Hassoun, Amelia, et al.
Published: (2023)
by: Hassoun, Amelia, et al.
Published: (2023)
"I don't trust them": Exploring Perceptions of Fact-checking Entities for Flagging Online Misinformation
by: Habib, Hana, et al.
Published: (2024)
by: Habib, Hana, et al.
Published: (2024)
Sima AIunty: Caste Audit in LLM-Driven Matchmaking
by: Naik, Atharva, et al.
Published: (2026)
by: Naik, Atharva, et al.
Published: (2026)
'Debunk-It-Yourself': Health Professionals' Strategies for Responding to Misinformation on TikTok
by: Sharevski, Filipo, et al.
Published: (2024)
by: Sharevski, Filipo, et al.
Published: (2024)
Argumentative Experience: Reducing Confirmation Bias on Controversial Issues through LLM-Generated Multi-Persona Debates
by: Shi, Li, et al.
Published: (2024)
by: Shi, Li, et al.
Published: (2024)
Decoding the Sociotechnical Dimensions of Digital Misinformation: A Comprehensive Literature Review
by: Puska, Alisson Andrey, et al.
Published: (2024)
by: Puska, Alisson Andrey, et al.
Published: (2024)
Does the Source of a Warning Matter? Examining the Effectiveness of Veracity Warning Labels Across Warners
by: Horne, Benjamin D.
Published: (2024)
by: Horne, Benjamin D.
Published: (2024)
Algorithmic Behaviors Across Regions: A Geolocation Audit of YouTube Search for COVID-19 Misinformation Between the United States and South Africa
by: Jung, Hayoung, et al.
Published: (2024)
by: Jung, Hayoung, et al.
Published: (2024)
Quantifying the Engagement Effectiveness of Cyber Cognitive Attacks: A Behavioral Metric for Disinformation Campaigns
by: Rushing, Bonnie, et al.
Published: (2025)
by: Rushing, Bonnie, et al.
Published: (2025)
A Data-Driven Analysis of the Sovereign Citizens Movement on Telegram
by: Yudhoatmojo, Satrio, et al.
Published: (2024)
by: Yudhoatmojo, Satrio, et al.
Published: (2024)
How Social Media Big Data Can Improve Suicide Prevention
by: Peshkovskaya, Anastasia, et al.
Published: (2024)
by: Peshkovskaya, Anastasia, et al.
Published: (2024)
Mapping the Empirical Evidence of the GDPR (In-)Effectiveness: A Systematic Review
by: Li, Wenlong, et al.
Published: (2023)
by: Li, Wenlong, et al.
Published: (2023)
Bridging the Gap: Unravelling Local Government Data Sharing Barriers in Estonia and Beyond
by: Soosaar, Katrin Rajamäe, et al.
Published: (2024)
by: Soosaar, Katrin Rajamäe, et al.
Published: (2024)
Exploring and Visualizing COVID-19 Trends in India: Vulnerabilities and Mitigation Strategies
by: Saha, Swayamjit, et al.
Published: (2024)
by: Saha, Swayamjit, et al.
Published: (2024)
Post-Post-API Age: Studying Digital Platforms in Scant Data Access Times
by: Mimizuka, Kayo, et al.
Published: (2025)
by: Mimizuka, Kayo, et al.
Published: (2025)
Visual Matters: Connecting Aesthetic Appeal and Production Quality of Photos, Infographics and Data Visualizations to Credibility of Social Media Posts
by: Khawar, Salman, et al.
Published: (2026)
by: Khawar, Salman, et al.
Published: (2026)
Leveraging Recommender Systems to Reduce Content Gaps on Peer Production Platforms
by: Houtti, Mo, et al.
Published: (2023)
by: Houtti, Mo, et al.
Published: (2023)
Antitrust, Amazon, and Algorithmic Auditing
by: Dash, Abhisek, et al.
Published: (2024)
by: Dash, Abhisek, et al.
Published: (2024)
What News Recommendation Research Did (But Mostly Didn't) Teach Us About Building A News Recommender
by: Higley, Karl, et al.
Published: (2025)
by: Higley, Karl, et al.
Published: (2025)
A Dynamical Systems Approach to Bots and Online Political Communication
by: Bulat, Beril, et al.
Published: (2024)
by: Bulat, Beril, et al.
Published: (2024)
Towards Generalizable Representations of Mathematical Strategies
by: Pradhan, Siddhartha, et al.
Published: (2026)
by: Pradhan, Siddhartha, et al.
Published: (2026)
TICE and normalisation, pour une r{é}novation universitaire dans les pays du Sud
by: Henda, Mokhtar Ben
Published: (2024)
by: Henda, Mokhtar Ben
Published: (2024)
Search Plurality
by: Dudy, Shiran
Published: (2025)
by: Dudy, Shiran
Published: (2025)
Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation
by: Wei, Tianjun, et al.
Published: (2025)
by: Wei, Tianjun, et al.
Published: (2025)
The Algorithmic Self-Portrait: Deconstructing Memory in ChatGPT
by: Dash, Abhisek, et al.
Published: (2026)
by: Dash, Abhisek, et al.
Published: (2026)
Auditing the Grid-Based Placement of Private Label Products on E-commerce Search Result Pages
by: Jaiswal, Siddharth D, et al.
Published: (2024)
by: Jaiswal, Siddharth D, et al.
Published: (2024)
Recommending With, Not For: Co-Designing Recommender Systems for Social Good
by: Ekstrand, Michael D., et al.
Published: (2025)
by: Ekstrand, Michael D., et al.
Published: (2025)
Designing and Evaluating an Educational Recommender System with Different Levels of User Control
by: Ain, Qurat Ul, et al.
Published: (2025)
by: Ain, Qurat Ul, et al.
Published: (2025)
Investigating Nudges toward Related Sellers on E-commerce Marketplaces: A Case Study on Amazon
by: Dash, Abhisek, et al.
Published: (2024)
by: Dash, Abhisek, et al.
Published: (2024)
Gender Biased Legal Case Retrieval System on Users' Decision Process
by: Zhang, Ruizhe, et al.
Published: (2024)
by: Zhang, Ruizhe, et al.
Published: (2024)
Exploring Multidimensional Checkworthiness: Designing AI-assisted Claim Prioritization for Human Fact-checkers
by: Liu, Houjiang, et al.
Published: (2024)
by: Liu, Houjiang, et al.
Published: (2024)
Similar Items
-
FACT-GPT: Fact-Checking Augmentation via Claim Matching with LLMs
by: Choi, Eun Cheol, et al.
Published: (2024) -
Visual Selective Attention System to Intervene User Attention in Sharing COVID-19 Misinformation
by: Amin, Zaid, et al.
Published: (2021) -
GET-Tok: A GenAI-Enriched Multimodal TikTok Dataset Documenting the 2022 Attempted Coup in Peru
by: Pinto, Gabriela, et al.
Published: (2024) -
The Dynamics of (Not) Unfollowing Misinformation Spreaders
by: Ashkinaze, Joshua, et al.
Published: (2024) -
RLHF May Not Reflect Genuine Preferences
by: Ghafouri, Bijean, et al.
Published: (2026)