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On the Recall Scaling Laws in Mamba: A Theoretical and Mechanistic Study via Hashing

Koren, Yuval et al.
arXiv (All) · Papers
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computation-and-languagemachine-learning
Associative Recall (AR) is the cognitive ability to learn and retrieve links between items in memory. In NLP, AR is used as a benchmark for evaluating the in-context memory capacity of architectures such as Mamba, and has been found to strongly correlate with language modeling performance. This pape
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