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cs.SI2026
Can LLMs Emulate Human Belief Dynamics?
Adiba Mahbub Proma, Neeley Pate, James N. Druckman +3
Can LLMs simulate how humans form and change beliefs in social networks? We put this to the test by replicating an established study on belief dynamics, evaluating 12 LLMs across m…
cs.SI2025
Personalized Large Language Models Can Increase the Belief Accuracy of Social Networks
Adiba Mahbub Proma, Neeley Pate, Sean Kelty +3
Large language models (LLMs) are increasingly involved in shaping public understanding on contested issues. This has led to substantial discussion about the potential of LLMs to re…
cs.SI2024
Exploring the Role of Randomization on Belief Rigidity in Online Social Networks
Adiba Mahbub Proma, Neeley Pate, Raiyan Abdul Baten +4
People often stick to their existing beliefs, ignoring contradicting evidence or only interacting with those who reinforce their views. Social media platforms often facilitate such…