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

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

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…