Forecasting the Buzz: Enriching Hashtag Popularity Prediction with LLM Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Xu, Yifei, Wu, Jiaying, Wan, Herun, Li, Yang, Hou, Zhen, Kan, Min-Yen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
What's Left Unsaid? Detecting and Correcting Misleading Omissions in Multimodal News Previews
by: Li, Fanxiao, et al.
Published: (2026)
by: Li, Fanxiao, et al.
Published: (2026)
Sentiment and Hashtag-aware Attentive Deep Neural Network for Multimodal Post Popularity Prediction
by: Bansal, Shubhi, et al.
Published: (2024)
by: Bansal, Shubhi, et al.
Published: (2024)
From Manipulation to Mistrust: Explaining Diverse Micro-Video Misinformation for Robust Debunking in the Wild
by: Zeng, Zhi, et al.
Published: (2026)
by: Zeng, Zhi, et al.
Published: (2026)
Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation
by: Wu, Jiaying, et al.
Published: (2025)
by: Wu, Jiaying, et al.
Published: (2025)
Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes
by: Fu, Zihang, et al.
Published: (2026)
by: Fu, Zihang, et al.
Published: (2026)
Modeling Trend Dynamics with Variational Neural ODEs for Information Popularity Prediction
by: Wang, Yuchen, et al.
Published: (2026)
by: Wang, Yuchen, et al.
Published: (2026)
Hashtag Re-Appropriation for Audience Control on Recommendation-Driven Social Media Xiaohongshu (rednote)
by: Wan, Ruyuan, et al.
Published: (2025)
by: Wan, Ruyuan, et al.
Published: (2025)
How Do Social Bots Participate in Misinformation Spread? A Comprehensive Dataset and Analysis
by: Wan, Herun, et al.
Published: (2024)
by: Wan, Herun, et al.
Published: (2024)
Analyzing Trendy Twitter Hashtags in the 2022 French Election
by: Mandviwalla, Aamir, et al.
Published: (2023)
by: Mandviwalla, Aamir, et al.
Published: (2023)
The Role of Network and Identity in the Diffusion of Hashtags
by: Ananthasubramaniam, Aparna, et al.
Published: (2024)
by: Ananthasubramaniam, Aparna, et al.
Published: (2024)
Continuous Dynamic Modeling via Neural ODEs for Popularity Trajectory Prediction
by: Yang, Songbo, et al.
Published: (2024)
by: Yang, Songbo, et al.
Published: (2024)
Temporal Analysis of Drifting Hashtags in Textual Data Streams: A Graph-Based Application
by: Garcia, Cristiano M., et al.
Published: (2024)
by: Garcia, Cristiano M., et al.
Published: (2024)
SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity
by: Xu, Yijie, et al.
Published: (2025)
by: Xu, Yijie, et al.
Published: (2025)
Two-Stage Stance Labeling: User-Hashtag Heuristics with Graph Neural Networks
by: Melton, Joshua, et al.
Published: (2024)
by: Melton, Joshua, et al.
Published: (2024)
CommunityFact: A Dynamic, Multilingual, Multi-domain Benchmark for Misinformation Detection in the Wild
by: Singh, Sahajpreet, et al.
Published: (2026)
by: Singh, Sahajpreet, et al.
Published: (2026)
Uncovering multi-order Popularity and Similarity Mechanisms in Link Prediction by graphlet predictors
by: He, Yong-Jian, et al.
Published: (2024)
by: He, Yong-Jian, et al.
Published: (2024)
To Share or Not to Share: Investigating Weight Sharing in Variational Graph Autoencoders
by: Salha-Galvan, Guillaume, et al.
Published: (2025)
by: Salha-Galvan, Guillaume, et al.
Published: (2025)
From Individuals to Crowds: Dual-Level Public Response Prediction in Social Media
by: Zhang, Jinghui, et al.
Published: (2025)
by: Zhang, Jinghui, et al.
Published: (2025)
Unveiling Voices: A Co-Hashtag Analysis of TikTok Discourse on the 2023 Israel-Palestine Crisis
by: Hasin, Rozin
Published: (2025)
by: Hasin, Rozin
Published: (2025)
Popularity Ratio Maximization: Surpassing Competitors through Influence Propagation
by: Liao, Hao, et al.
Published: (2023)
by: Liao, Hao, et al.
Published: (2023)
HetGCoT: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Academic Question Answering
by: Jia, Runsong, et al.
Published: (2025)
by: Jia, Runsong, et al.
Published: (2025)
The Facade of Truth: Uncovering and Mitigating LLM Susceptibility to Deceptive Evidence
by: Wan, Herun, et al.
Published: (2026)
by: Wan, Herun, et al.
Published: (2026)
Language Model Perplexity Predicts Scientific Surprise and Transformative Impact
by: Zhang, Zhen, et al.
Published: (2025)
by: Zhang, Zhen, et al.
Published: (2025)
Propagation Dynamics of Rumor vs. Non-rumor across Multiple Social Media Platforms Driven by User Characteristics
by: Hou, Dongpeng, et al.
Published: (2024)
by: Hou, Dongpeng, et al.
Published: (2024)
Contrastive Learning for Implicit Social Factors in Social Media Popularity Prediction
by: Zhang, Zhizhen, et al.
Published: (2024)
by: Zhang, Zhizhen, et al.
Published: (2024)
LLM-Supported Content Analysis of Motivated Reasoning on Climate Change
by: Kim, Yuheun, et al.
Published: (2025)
by: Kim, Yuheun, et al.
Published: (2025)
Debiasing International Attitudes: LLM Agents for Simulating US-China Perception Changes
by: Sukiennik, Nicholas, et al.
Published: (2025)
by: Sukiennik, Nicholas, et al.
Published: (2025)
LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs
by: Wang, Kai, et al.
Published: (2024)
by: Wang, Kai, et al.
Published: (2024)
Institutional Floors and Partisan Lenses: Cross-National Online Discourse on Political Violence in France and the United States
by: Chang, Andrew Yen
Published: (2026)
by: Chang, Andrew Yen
Published: (2026)
Designed to Spread: A Generative Approach to Enhance Information Diffusion
by: Qian, Ziqing, et al.
Published: (2025)
by: Qian, Ziqing, et al.
Published: (2025)
TeleGraph: A Benchmark Dataset for Hierarchical Link Prediction
by: Zhou, Min, et al.
Published: (2022)
by: Zhou, Min, et al.
Published: (2022)
HierCas: Hierarchical Temporal Graph Attention Networks for Popularity Prediction in Information Cascades
by: Zhang, Zhizhen, et al.
Published: (2023)
by: Zhang, Zhizhen, et al.
Published: (2023)
Physics-Informed Neural Network with Adaptive Clustering Learning Mechanism for Information Popularity Prediction
by: Jin, Guangyin, et al.
Published: (2026)
by: Jin, Guangyin, et al.
Published: (2026)
Assessing the Impact of Sampling, Remixes, and Covers on Original Song Popularity
by: Santos, Guilherme Soares S. dos, et al.
Published: (2024)
by: Santos, Guilherme Soares S. dos, et al.
Published: (2024)
HIP: Model-Agnostic Hypergraph Influence Prediction via Distance-Centrality Fusion and Neural ODEs
by: Zhang, Su-Su, et al.
Published: (2025)
by: Zhang, Su-Su, et al.
Published: (2025)
Sequential Attention Source Identification Based on Feature Representation
by: Hou, Dongpeng, et al.
Published: (2023)
by: Hou, Dongpeng, et al.
Published: (2023)
From Newborn to Impact: Bias-Aware Citation Prediction
by: Lu, Mingfei, et al.
Published: (2025)
by: Lu, Mingfei, et al.
Published: (2025)
Investigating Prosocial Behavior Theory in LLM Agents under Policy-Induced Inequities
by: Zhou, Yujia, et al.
Published: (2025)
by: Zhou, Yujia, et al.
Published: (2025)
Detecting Popular Social Events through Limited Observation with Deep Survival Analysis
by: Ramezani, Maryam, et al.
Published: (2024)
by: Ramezani, Maryam, et al.
Published: (2024)
Unpacking Discourses on Childbirth and Parenthood in Popular Social Media Platforms Across China, Japan, and South Korea
by: Wei, Zheng, et al.
Published: (2025)
by: Wei, Zheng, et al.
Published: (2025)
Similar Items
-
What's Left Unsaid? Detecting and Correcting Misleading Omissions in Multimodal News Previews
by: Li, Fanxiao, et al.
Published: (2026) -
Sentiment and Hashtag-aware Attentive Deep Neural Network for Multimodal Post Popularity Prediction
by: Bansal, Shubhi, et al.
Published: (2024) -
From Manipulation to Mistrust: Explaining Diverse Micro-Video Misinformation for Robust Debunking in the Wild
by: Zeng, Zhi, et al.
Published: (2026) -
Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation
by: Wu, Jiaying, et al.
Published: (2025) -
Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes
by: Fu, Zihang, et al.
Published: (2026)