Yian Wang
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Recent (6 mo)
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126
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NLP×1AI×1Society×1HCI×1
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2026
Toxic HallucinAItions: Perturbing Prompts and Tracing LLM Circuits
The paper demonstrates that increasing the toxicity of prompts significantly degrades the factual reliability of LLMs, a degradation linked to the selective amplification of perturbation-sensitive nodes within the model's internal circuits.
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