Author

D. Le

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#machine learning May 2026

Don't Read Everything: A Curvature-Conditioned Query for Linear Attention

Curvature-Conditioned Query modifies only the read step and is composable with any linear-attention backbone, and improves perplexity, zero-shot downstream accuracy, S-NIAH retrieval at and beyond the training context, length-extrapolation perplexity from 4K to 20K, and LongBench accuracy.

D. Le, Thong Nguyen, Cong-Duy Nguyen et al. · arXiv.org · 1 citation