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 71–80 of 95 papers

TitleStatusHype
Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences—0
SMR: State Memory Replay for Long Sequence Modeling—0
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space—0
RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation—0
Part Representation Learning with Teacher-Student Decoder for Occluded Person Re-identificationCode0
Dimension Mixer: Group Mixing of Input Dimensions for Efficient Function ApproximationCode0
Advancing Regular Language Reasoning in Linear Recurrent Neural NetworksCode0
Improving FHB Screening in Wheat Breeding Using an Efficient Transformer Model—0
AICT: An Adaptive Image Compression Transformer—0
Focus Your Attention (with Adaptive IIR Filters)—0
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