APA (7th ed.) Citation

Peng, J., Zhuang, X., Qiu, J., Ma, R., Yu, J., Zhu, H., & He, C. (2025). Topic Over Source: The Key to Effective Data Mixing for Language Models Pre-training.

Chicago Style (17th ed.) Citation

Peng, Jiahui, Xinlin Zhuang, Jiantao Qiu, Ren Ma, Jing Yu, He Zhu, and Conghui He. Topic Over Source: The Key to Effective Data Mixing for Language Models Pre-training. 2025.

MLA (9th ed.) Citation

Peng, Jiahui, et al. Topic Over Source: The Key to Effective Data Mixing for Language Models Pre-training. 2025.