Yeongwook Yang
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Recent (6 mo)
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126
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AI×1NLP×1ML×1
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2026
Forget Attention: Importance-Aware Attention Is All You Need
The paper proposes SISA (SSM-Informed Softmax Attention), a novel hybrid attention mechanism that integrates state-space model (SSM) importance signals directly into the attention score, achieving state-of-the-art performance and superior efficiency.
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