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 81–90 of 95 papers

TitleStatusHype
A General-Purpose Multilingual Document EncoderCode0
RFR-WWANet: Weighted Window Attention-Based Recovery Feature Resolution Network for Unsupervised Image RegistrationCode0
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation—0
CoLT5: Faster Long-Range Transformers with Conditional Computation—0
Token Transformer: Can class token help window-based transformer build better long-range interactions?—0
Pose Guided Human Image Synthesis with Partially Decoupled GAN—0
CNSNet: A Cleanness-Navigated-Shadow Network for Shadow RemovalCode0
How to Train Your HiPPO: State Space Models with Generalized Orthogonal Basis Projections—0
On the Parameterization and Initialization of Diagonal State Space Models—0
0/1 Deep Neural Networks via Block Coordinate Descent—0
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