NEURIPS Poster "length generalization" Papers

6 papers found

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Beyond Single-Task: Robust Multi-Task Length Generalization for LLMs

Yi Hu, Shijia Kang, Haotong Yang et al.

NEURIPS 2025posterarXiv:2502.11525
4
citations

Born a Transformer -- Always a Transformer? On the Effect of Pretraining on Architectural Abilities

Mayank Jobanputra, Yana Veitsman, Yash Sarrof et al.

NEURIPS 2025posterarXiv:2505.21785
3
citations

Hardware-aligned Hierarchical Sparse Attention for Efficient Long-term Memory Access

Xiang Hu, Jiaqi Leng, Jun Zhao et al.

NEURIPS 2025posterarXiv:2504.16795
2
citations

Length Generalization via Auxiliary Tasks

Pranjal Awasthi, Anupam Gupta, Ravi Kumar

NEURIPS 2025poster

Mamba Modulation: On the Length Generalization of Mamba Models

Peng Lu, Jerry Huang, QIUHAO Zeng et al.

NEURIPS 2025poster

Transformers Provably Learn Chain-of-Thought Reasoning with Length Generalization

Yu Huang, Zixin Wen, Aarti Singh et al.

NEURIPS 2025posterarXiv:2511.07378
3
citations