Can LLMs Emulate Human Belief Dynamics?
Fuente:
arXiv
Saved in:
| Main Authors: | Proma, Adiba Mahbub, Pate, Neeley, Druckman, James N., Ghoshal, Gourab, He, Hangfeng, Hoque, Ehsan |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
How LLMs Fail to Support Fact-Checking
by: Proma, Adiba Mahbub, et al.
Published: (2025)
by: Proma, Adiba Mahbub, et al.
Published: (2025)
Personalized Large Language Models Can Increase the Belief Accuracy of Social Networks
by: Proma, Adiba Mahbub, et al.
Published: (2025)
by: Proma, Adiba Mahbub, et al.
Published: (2025)
Replicating Human Motivated Reasoning Studies with LLMs
by: Pate, Neeley, et al.
Published: (2026)
by: Pate, Neeley, et al.
Published: (2026)
Exploring the Role of Randomization on Belief Rigidity in Online Social Networks
by: Proma, Adiba Mahbub, et al.
Published: (2024)
by: Proma, Adiba Mahbub, et al.
Published: (2024)
Evidence-Grounded Multimodal Misinformation Detection with Attention-Based GNNs
by: Duwal, Sharad, et al.
Published: (2025)
by: Duwal, Sharad, et al.
Published: (2025)
Modeling Human Behavior in a Strategic Network Game with Complex Group Dynamics
by: Skaggs, Jonathan, et al.
Published: (2025)
by: Skaggs, Jonathan, et al.
Published: (2025)
Can Memory-Augmented LLM Agents Aid Journalism in Interpreting and Framing News for Diverse Audiences?
by: Ouyang, Leyi
Published: (2025)
by: Ouyang, Leyi
Published: (2025)
LLMs generate structurally realistic social networks but overestimate political homophily
by: Chang, Serina, et al.
Published: (2024)
by: Chang, Serina, et al.
Published: (2024)
Snippet-Driven Supply Chain Discovery with LLMs: Scaling Visibility in China
by: Fukada, Hiroto, et al.
Published: (2026)
by: Fukada, Hiroto, et al.
Published: (2026)
Revealing Political Bias in LLMs through Structured Multi-Agent Debate
by: Bandaru, Aishwarya, et al.
Published: (2025)
by: Bandaru, Aishwarya, et al.
Published: (2025)
Deep Generative Model for Human Mobility Behavior
by: Hong, Ye, et al.
Published: (2025)
by: Hong, Ye, et al.
Published: (2025)
The Consistency-Acceptability Divergence of LLMs in Judicial Decision-Making: Task and Stakeholder Dimensions
by: MingDa, Zhang, et al.
Published: (2025)
by: MingDa, Zhang, et al.
Published: (2025)
AI Can Enhance Creativity in Social Networks
by: Baten, Raiyan Abdul, et al.
Published: (2024)
by: Baten, Raiyan Abdul, et al.
Published: (2024)
Physics-Informed High-order Graph Dynamics Identification Learning for Predicting Complex Networks Long-term Dynamics
by: Wang, Bicheng, et al.
Published: (2025)
by: Wang, Bicheng, et al.
Published: (2025)
Universal Dynamics of Punctuated Progress
by: Yin, Yian, et al.
Published: (2026)
by: Yin, Yian, et al.
Published: (2026)
Hedging and Non-Affirmation: Quantifying LLM Alignment on Questions of Human Rights
by: Javed, Rafiya, et al.
Published: (2025)
by: Javed, Rafiya, et al.
Published: (2025)
MERIT: Modular Framework for Multimodal Misinformation Detection with Web-Grounded Reasoning
by: Shopnil, Mir Nafis Sharear, et al.
Published: (2025)
by: Shopnil, Mir Nafis Sharear, et al.
Published: (2025)
Dynamics of Algorithmic Content Amplification on TikTok
by: Baumann, Fabian, et al.
Published: (2025)
by: Baumann, Fabian, et al.
Published: (2025)
Where Would I Go Next? Large Language Models as Human Mobility Predictors
by: Wang, Xinglei, et al.
Published: (2023)
by: Wang, Xinglei, et al.
Published: (2023)
What is a Social Media Bot? A Global Comparison of Bot and Human Characteristics
by: Ng, Lynnette Hui Xian, et al.
Published: (2025)
by: Ng, Lynnette Hui Xian, et al.
Published: (2025)
Examining the Prevalence and Dynamics of AI-Generated Media in Art Subreddits
by: Matatov, Hana, et al.
Published: (2024)
by: Matatov, Hana, et al.
Published: (2024)
Gender Dynamics and Homophily in a Social Network of LLM Agents
by: Fadaei, Faezeh, et al.
Published: (2026)
by: Fadaei, Faezeh, et al.
Published: (2026)
Extending the Hegselmann-Krause Model of Opinion Dynamics to include AI Oracles
by: Rodrigo, Allen G.
Published: (2025)
by: Rodrigo, Allen G.
Published: (2025)
Advancing Opinion Dynamics Modeling with Neural Diffusion-Convection-Reaction Equation
by: Gong, Chenghua, et al.
Published: (2026)
by: Gong, Chenghua, et al.
Published: (2026)
The Shrinking Lifespan of LLMs in Science
by: Trišović, Ana
Published: (2026)
by: Trišović, Ana
Published: (2026)
The complementary contributions of academia and industry to AI research
by: Liang, Lizhen, et al.
Published: (2024)
by: Liang, Lizhen, et al.
Published: (2024)
Analyzing Patterns and Influence of Advertising in Print Newspapers
by: Vardhan, N Harsha, et al.
Published: (2025)
by: Vardhan, N Harsha, et al.
Published: (2025)
China and the U.S. produce more impactful AI research when collaborating together
by: AlShebli, Bedoor, et al.
Published: (2023)
by: AlShebli, Bedoor, et al.
Published: (2023)
Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?
by: Zhang, Zhongjian, et al.
Published: (2024)
by: Zhang, Zhongjian, et al.
Published: (2024)
Can LLMs Assist Annotators in Identifying Morality Frames? -- Case Study on Vaccination Debate on Social Media
by: Islam, Tunazzina, et al.
Published: (2025)
by: Islam, Tunazzina, et al.
Published: (2025)
Taming the Long Tail in Human Mobility Prediction
by: Xu, Xiaohang, et al.
Published: (2024)
by: Xu, Xiaohang, et al.
Published: (2024)
Towards Recommender Systems LLMs Playground (RecSysLLMsP): Exploring Polarization and Engagement in Simulated Social Networks
by: Bojic, Ljubisa, et al.
Published: (2025)
by: Bojic, Ljubisa, et al.
Published: (2025)
CSEval: Towards Automated, Multi-Dimensional, and Reference-Free Counterspeech Evaluation using Auto-Calibrated LLMs
by: Hengle, Amey, et al.
Published: (2025)
by: Hengle, Amey, 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)
by: Islam, Tunazzina, et al.
Published: (2024)
Whose Name Comes Up? Benchmarking and Intervention-Based Auditing of LLM-Based Scholar Recommendation
by: Espin-Noboa, Lisette, et al.
Published: (2026)
by: Espin-Noboa, Lisette, et al.
Published: (2026)
ScioMind: Cognitively Grounded Multi-Agent Social Simulation with Anchoring-Based Belief Dynamics and Dynamic Profiles
by: Yang, Yitian, et al.
Published: (2026)
by: Yang, Yitian, et al.
Published: (2026)
Modeling Earth-Scale Human-Like Societies with One Billion Agents
by: Guan, Haoxiang, et al.
Published: (2025)
by: Guan, Haoxiang, et al.
Published: (2025)
Evaluating LLM Behavior in Hiring: Implicit Weights, Fairness Across Groups, and Alignment with Human Preferences
by: Hoffmann, Morgane, et al.
Published: (2026)
by: Hoffmann, Morgane, et al.
Published: (2026)
Community Detection on Model Explanation Graphs for Explainable AI
by: Moradi, Ehsan
Published: (2025)
by: Moradi, Ehsan
Published: (2025)
LLMs Among Us: Generative AI Participating in Digital Discourse
by: Radivojevic, Kristina, et al.
Published: (2024)
by: Radivojevic, Kristina, et al.
Published: (2024)
Similar Items
-
How LLMs Fail to Support Fact-Checking
by: Proma, Adiba Mahbub, et al.
Published: (2025) -
Personalized Large Language Models Can Increase the Belief Accuracy of Social Networks
by: Proma, Adiba Mahbub, et al.
Published: (2025) -
Replicating Human Motivated Reasoning Studies with LLMs
by: Pate, Neeley, et al.
Published: (2026) -
Exploring the Role of Randomization on Belief Rigidity in Online Social Networks
by: Proma, Adiba Mahbub, et al.
Published: (2024) -
Evidence-Grounded Multimodal Misinformation Detection with Attention-Based GNNs
by: Duwal, Sharad, et al.
Published: (2025)