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IEEE/ICACT20260248 Slide.20        [Big Slide]	Oral Presentation
	In conclusion, fixed retrieval strategies are inefficient for cyber threat intelligence summarization. Our adaptive retrieval approach improves factual grounding while controlling cost, without requiring retraining of language models. Future work includes multi-hop reasoning and incorporating internal uncertainty signals to further enhance decision-making.

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