APA (7th ed.) Citation

Ouyang, X., Liu, D., Cai, Y., Liu, J., Yang, Y., Zheng, C., . . . Ma, Y. (2026). LLMs as Noisy Channels: A Shannon Perspective on Model Capacity and Scaling Laws.

Chicago Style (17th ed.) Citation

Ouyang, Xu, Deyi Liu, Yuhang Cai, Jing Liu, Yuan Yang, Chen Zheng, Thomas Hartvigsen, and Yiyuan Ma. LLMs as Noisy Channels: A Shannon Perspective on Model Capacity and Scaling Laws. 2026.

MLA (9th ed.) Citation

Ouyang, Xu, et al. LLMs as Noisy Channels: A Shannon Perspective on Model Capacity and Scaling Laws. 2026.