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cs.LG 1

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2025 1

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UNVERDICTED 1

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Short window attention enables long-term memorization

cs.LG · 2025-09-29 · unverdicted · novelty 6.0

Short sliding windows in hybrid attention-xLSTM models boost long-context performance by encouraging long-term memory use, and stochastic window sizing improves both short and long tasks.

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  • Short window attention enables long-term memorization cs.LG · 2025-09-29 · unverdicted · none · ref 40

    Short sliding windows in hybrid attention-xLSTM models boost long-context performance by encouraging long-term memory use, and stochastic window sizing improves both short and long tasks.