"length extrapolation" Papers

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DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products

Julien Siems, Timur Carstensen, Arber Zela et al.

NEURIPS 2025arXiv:2502.10297
26
citations

DocMamba: Efficient Document Pre-training with State Space Model

Pengfei Hu, Zhenrong Zhang, Jiefeng Ma et al.

AAAI 2025paperarXiv:2409.11887
2
citations

Hansel: Output Length Controlling Framework for Large Language Models

Seoha Song, Junhyun Lee, Hyeonmok Ko

AAAI 2025paperarXiv:2412.14033
1
citations

LEDiT: Your Length-Extrapolatable Diffusion Transformer without Positional Encoding

Shen Zhang, Siyuan Liang, Yaning Tan et al.

NEURIPS 2025arXiv:2503.04344
1
citations

Plug, Play, and Generalize: Length Extrapolation with Pointer-Augmented Neural Memory

Svetha Venkatesh, Kien Do, Hung Le et al.

ICLR 2025

Exploring Transformer Extrapolation

Zhen Qin, Yiran Zhong, Hui Deng

AAAI 2024paperarXiv:2307.10156
12
citations

Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation

Zhenyu He, Guhao Feng, Shengjie Luo et al.

ICML 2024arXiv:2401.16421
23
citations