APA (7th ed.) Citation

Held, W., Paranjape, B., Koura, P. S., Lewis, M., Zhang, F., & Mihaylov, T. (2025). Optimizing Pretraining Data Mixtures with LLM-Estimated Utility.

Chicago Style (17th ed.) Citation

Held, William, Bhargavi Paranjape, Punit Singh Koura, Mike Lewis, Frank Zhang, and Todor Mihaylov. Optimizing Pretraining Data Mixtures with LLM-Estimated Utility. 2025.

MLA (9th ed.) Citation

Held, William, et al. Optimizing Pretraining Data Mixtures with LLM-Estimated Utility. 2025.