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Peng Qi

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#human-computer interacti... Preprint Sep 2026

Chatbot Engagement Does Not Always Beget Metalearning: Evidence from Three Countries

A preregistered, three-country randomized experiment on out-of-context image misinformation, manipulating a correction's channel affordances (synchronicity, bandwidth) across four conditions shows engagement mechanisms do not substitute for slow AI literacy.

Kokil Jaidka, I. Mujtahid, Peng Qi et al. · 0 citations
Book Open access Jul 2026

R3Check: Reinforcement Learning for Iterative Retrieval and Structured Reasoning in Complex Fact Checking

R3Check is proposed, a rule-guided reinforcement learning framework that enables LLMs to perform iterative retrieval–reasoning for multi-hop fact-checking under weak supervision, and demonstrates the potential of pure reinforcement learning to induce effective retrieval–reasoning behaviors for fact-checking under weak...

Peng Qi, Yuyang Zhao, W. Hsu et al. · 0 citations

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