Authors create LLM-Fake Theory integrating social psychology, then use a prompt engineering pipeline to build the MegaFake dataset of LLM-generated fake news for advancing detection methods.
Transactions of the Association for Computational Linguistics, 12:39–57
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MegaFake: A Theory-Driven Dataset of Fake News Generated by Large Language Models
Authors create LLM-Fake Theory integrating social psychology, then use a prompt engineering pipeline to build the MegaFake dataset of LLM-generated fake news for advancing detection methods.