"next token prediction" Papers

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A Simple yet Effective Layout Token in Large Language Models for Document Understanding

Zhaoqing Zhu, Chuwei Luo, Zirui Shao et al.

CVPR 2025arXiv:2503.18434
7
citations

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

Chenze Shao, Fandong Meng, Jie Zhou

ICLR 2025arXiv:2407.12665
5
citations

Bigram Subnetworks: Mapping to Next Tokens in Transformer Language Models

Tyler Chang, Benjamin Bergen

NEURIPS 2025spotlightarXiv:2504.15471
2
citations

Context Steering: Controllable Personalization at Inference Time

Zhiyang He, Sashrika Pandey, Mariah Schrum et al.

ICLR 2025arXiv:2405.01768
14
citations

Arrows of Time for Large Language Models

Vassilis Papadopoulos, Jérémie Wenger, Clement Hongler

ICML 2024arXiv:2401.17505
14
citations

How do Transformers Perform In-Context Autoregressive Learning ?

Michael Sander, Raja Giryes, Taiji Suzuki et al.

ICML 2024

On the Origins of Linear Representations in Large Language Models

Yibo Jiang, Goutham Rajendran, Pradeep Ravikumar et al.

ICML 2024arXiv:2403.03867
58
citations

Sequential Modeling Enables Scalable Learning for Large Vision Models

Yutong Bai, Xinyang Geng, Karttikeya Mangalam et al.

CVPR 2024arXiv:2312.00785
235
citations