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Michelle Mingyue Gu

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#natural language process... May 2026

Psychologically Potent, Computationally Invisible: LLMs Generate Social-Comparison-Eliciting Posts They Fail to Detect

A controlled pilot shows that LLM-generated Xiaohongshu-style posts can shift perceived standing and comparison-related affect even when prompt-based detection of the same construct remains fragile.

Hua Zhao, Jiapei Gu, Michelle Mingyue Gu · arXiv.org · 0 citations