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 61–70 of 95 papers

TitleStatusHype
Hungry Hungry Hippos: Towards Language Modeling with State Space ModelsCode2
Token Transformer: Can class token help window-based transformer build better long-range interactions?—0
What Makes Convolutional Models Great on Long Sequence Modeling?Code1
CAB: Comprehensive Attention Benchmarking on Long Sequence ModelingCode1
Pose Guided Human Image Synthesis with Partially Decoupled GAN—0
Multi-scale Attention Network for Single Image Super-ResolutionCode1
Liquid Structural State-Space ModelsCode2
Mega: Moving Average Equipped Gated AttentionCode2
Adapting Pretrained Text-to-Text Models for Long Text SequencesCode1
CNSNet: A Cleanness-Navigated-Shadow Network for Shadow RemovalCode0
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