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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 91–95 of 95 papers

Title	Date	Tasks	Status	Hype
DSANet: Dynamic Segment Aggregation Network for Video-Level Representation Learning	May 25, 2021	Action RecognitionLong-range modeling	CodeCode Available	1
Gated Relational Graph Attention Networks	Jan 1, 2021	Graph AttentionLong-range modeling	—Unverified	0
Long Range Arena: A Benchmark for Efficient Transformers	Nov 8, 2020	16kBenchmarking	CodeCode Available	1
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition	Mar 31, 2020	3D Action RecognitionAction Recognition	CodeCode Available	1
V4D:4D Convolutional Neural Networks for Video-level Representation Learning	Feb 18, 2020	Long-range modelingRepresentation Learning	CodeCode Available	1

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