"sequence length reduction" Papers

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Beyond Next Token Prediction: Patch-Level Training for Large Language Models

Chenze Shao, Fandong Meng, Jie Zhou

ICLR 2025arXiv:2407.12665
5
citations

MrT5: Dynamic Token Merging for Efficient Byte-level Language Models

Julie Kallini, Shikhar Murty, Christopher Manning et al.

ICLR 2025arXiv:2410.20771
16
citations

RHYTHM: Reasoning with Hierarchical Temporal Tokenization for Human Mobility

Haoyu He, Haozheng Luo, Yan Chen et al.

NEURIPS 2025oralarXiv:2509.23115
2
citations