"long-context llms" Papers

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Hierachical Balance Packing: Towards Efficient Supervised Fine-tuning for Long-Context LLM

Yongqiang Yao, Jingru Tan, Kaihuan Liang et al.

NEURIPS 2025
2
citations

Inference Scaling for Long-Context Retrieval Augmented Generation

Zhenrui Yue, Honglei Zhuang, Aijun Bai et al.

ICLR 2025arXiv:2410.04343
54
citations

MoBA: Mixture of Block Attention for Long-Context LLMs

Enzhe Lu, Zhejun Jiang, Jingyuan Liu et al.

NEURIPS 2025spotlightarXiv:2502.13189
109
citations

Needle Threading: Can LLMs Follow Threads Through Near-Million-Scale Haystacks?

Jonathan Roberts, Kai Han, Samuel Albanie

ICLR 2025arXiv:2411.05000
10
citations

SALS: Sparse Attention in Latent Space for KV Cache Compression

Junlin Mu, Hantao Huang, Jihang Zhang et al.

NEURIPS 2025arXiv:2510.24273

Twilight: Adaptive Attention Sparsity with Hierarchical Top-$p$ Pruning

Chaofan Lin, Jiaming Tang, Shuo Yang et al.

NEURIPS 2025spotlightarXiv:2502.02770
14
citations