The Right Source Is Not Enough: Understanding History Interference in Speech-LLM Memory
This work investigates why irrelevant historical audio changes answers even when the queried event remains represented, and shows that source-role information can influence a decision without exclusively controlling which historical values affect it.
Hong-Jin Song, Weiqiao Shan, Run-Wu Shi et al.
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