adaptive-memory-allocation

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AdaMem: Adaptive Memory Token Allocation for Soft Compression in Retrieval-Augmented Generation

arXiv cs.CL ↗ · 2026-09-22 Cached

AdaMem introduces a relevance-guided soft-compression framework that adaptively allocates memory tokens in retrieval-augmented generation, outperforming uniform allocation methods with improved accuracy and reduced latency.

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