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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
Diagonal State Spaces are as Effective as Structured State Spaces	Mar 27, 2022	Long-range modeling	—Unverified	0
Dyadformer: A Multi-modal Transformer for Long-Range Modeling of Dyadic Interactions	Sep 20, 2021	Long-range modeling	—Unverified	0
Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy	Sep 17, 2021	Code CompletionCode Generation	—Unverified	0
Sparse Factorization of Large Square Matrices	Sep 16, 2021	Long-range modeling	CodeCode Available	0
Gated Relational Graph Attention Networks	Jan 1, 2021	Graph AttentionLong-range modeling	—Unverified	0

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