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
Improving FHB Screening in Wheat Breeding Using an Efficient Transformer Model—0
Dyadformer: A Multi-modal Transformer for Long-Range Modeling of Dyadic Interactions—0
Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?—0
S7: Selective and Simplified State Space Layers for Sequence Modeling—0
A General-Purpose Multilingual Document EncoderCode0
Advancing Regular Language Reasoning in Linear Recurrent Neural NetworksCode0
LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language ModelsCode0
Dimension Mixer: Group Mixing of Input Dimensions for Efficient Function ApproximationCode0
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image SegmentationCode0
Sparse Factorization of Large Square MatricesCode0
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