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 31–40 of 95 papers

TitleStatusHype
DSANet: Dynamic Segment Aggregation Network for Video-Level Representation LearningCode1
A Simple LLM Framework for Long-Range Video Question-AnsweringCode1
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action RecognitionCode1
JanusDNA: A Powerful Bi-directional Hybrid DNA Foundation ModelCode1
CT-Mamba: A Hybrid Convolutional State Space Model for Low-Dose CT DenoisingCode1
Image Super-Resolution With Non-Local Sparse AttentionCode1
Long Range Arena: A Benchmark for Efficient TransformersCode1
LongT5: Efficient Text-To-Text Transformer for Long SequencesCode1
KM-UNet KAN Mamba UNet for medical image segmentationCode1
Hierarchical Separable Video Transformer for Snapshot Compressive ImagingCode1
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