"long context processing" Papers

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Paper Type

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Absence Bench: Language Models Can’t See What’s Missing

Harvey Yiyun Fu, Aryan Shrivastava, Jared Moore et al.

NEURIPS 2025spotlight

AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees

Yangning Li, Shaoshen Chen, Yinghui Li et al.

NEURIPS 2025arXiv:2512.04550
4
citations

Technical Debt in In-Context Learning: Diminishing Efficiency in Long Context

Taejong Joo, Diego Klabjan

NEURIPS 2025arXiv:2502.04580

A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts

Kuang-Huei Lee, Xinyun Chen, Hiroki Furuta et al.

ICML 2024arXiv:2402.09727
85
citations

LoCoCo: Dropping In Convolutions for Long Context Compression

Ruisi Cai, Yuandong Tian, Zhangyang “Atlas” Wang et al.

ICML 2024arXiv:2406.05317
16
citations

PolySketchFormer: Fast Transformers via Sketching Polynomial Kernels

Praneeth Kacham, Vahab Mirrokni, Peilin Zhong

ICML 2024arXiv:2310.01655
23
citations

Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation

Thomas Merth, Qichen Fu, Mohammad Rastegari et al.

ICML 2024arXiv:2404.06910
13
citations