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belief change prediction 1dataset creation 1dialogue safety 1human-ai interaction 1language model manipulation 1

From the 1 of 11 linked papers with an AI index.

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20242026
most citedFeeling the Facts: Real-time Wearable Fact-checkers Can Use Nudges to Reduce User Belief in False Information

1 citations · 1 across the 5 of their papers we have counts for

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cs.CL2026

The Hidden Puppet Master: Predicting Human Belief Change in Manipulative LLM Dialogues

Jocelyn Shen, Amina Luvsanchultem, Jessica Kim +6

The paper presents PUPPET, a taxonomy and dataset of over a thousand human‑LLM advice interactions, and studies how well language models can predict the amount of belief change the…