2024 "long context processing" Papers

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

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

ICML 2024poster

LoCoCo: Dropping In Convolutions for Long Context Compression

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

ICML 2024poster

PolySketchFormer: Fast Transformers via Sketching Polynomial Kernels

Praneeth Kacham, Vahab Mirrokni, Peilin Zhong

ICML 2024poster

Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation

Thomas Merth, Qichen Fu, Mohammad Rastegari et al.

ICML 2024poster