SOTAVerified

Long-range modeling

A new task for testing the long-sequence modeling capabilities and efficiency of language models.

Image credit: SCROLLS: Standardized CompaRison Over Long Language Sequences

Papers

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Showing 41–50 of 95 papers

TitleStatusHype
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space ModelCode1
Recurrent Distance Filtering for Graph Representation LearningCode1
SCROLLS: Standardized CompaRison Over Long Language SequencesCode1
Sparse Modular Activation for Efficient Sequence ModelingCode1
Spatio-Spectral Graph Neural NetworksCode1
T-former: An Efficient Transformer for Image InpaintingCode1
The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon TasksCode1
U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration?Code1
UL2: Unifying Language Learning ParadigmsCode1
U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKVCode1
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