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News/Adaptive Head Budgeting for Efficient Multi-Head Attention
arxiv
PublishedJune 5, 2026 at 4:00 AM

Adaptive Head Budgeting for Efficient Multi-Head Attention

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Publisher summary· verbatim

arXiv:2604.22583v3 Announce Type: replace Abstract: Multi-head attention enables Transformers to capture diverse representations, but all attention heads are typically activated for every input, regardless of task complexity. For coarse-grained tasks such as text classification, where relevant infor

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