2025 "autoregressive language models" Papers

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Conference

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poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Jiacheng Ye, Jiahui Gao, Shansan Gong et al.

ICLR 2025posterarXiv:2410.14157
75
citations

Correlation Dimension of Autoregressive Large Language Models

Xin Du, Kumiko Tanaka-Ishii

NEURIPS 2025poster

Generating Physically Stable and Buildable Brick Structures from Text

Ava Pun, Kangle Deng, Ruixuan Liu et al.

ICCV 2025posterarXiv:2505.05469
8
citations

Language Model Behavioral Phases are Consistent Across Architecture, Training Data, and Scale

James Michaelov, Roger Levy, Benjamin Bergen

NEURIPS 2025oralarXiv:2510.24963

Multiverse: Your Language Models Secretly Decide How to Parallelize and Merge Generation

Xinyu Yang, Yuwei An, Hongyi Liu et al.

NEURIPS 2025spotlightarXiv:2506.09991
16
citations

Repetition Improves Language Model Embeddings

Jacob Springer, Suhas Kotha, Daniel Fried et al.

ICLR 2025posterarXiv:2402.15449
58
citations