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W1H” paradigm
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Hallucinations in LLM-generated news summaries can be effectively mitigated using a novel Chain-of-Thought reasoning framework, leading to more accurate and reliable timeline summarization.
Harnessing the internal states of LLMs, SIREN outperforms traditional guard models while using a fraction of the parameters, revolutionizing harmful content detection.