APA (7th ed.) Citation

Fu, T., Martínez, G., Conde, J., Arriaga, C., Reviriego, P., Qi, X., & Liu, S. (2026). Beyond Reproducibility: Token Probabilities Expose Large Language Model Nondeterminism.

Chicago Style (17th ed.) Citation

Fu, Tairan, Gonzalo Martínez, Javier Conde, Carlos Arriaga, Pedro Reviriego, Xiuyuan Qi, and Shanshan Liu. Beyond Reproducibility: Token Probabilities Expose Large Language Model Nondeterminism. 2026.

MLA (9th ed.) Citation

Fu, Tairan, et al. Beyond Reproducibility: Token Probabilities Expose Large Language Model Nondeterminism. 2026.