Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection - Fan, Ziqing; Du, Siyuan; Hu, Shengchao; Wang, Pingjie; Shen, Li; Zhang, Ya; Tao, Dacheng; Wang, Yanfeng (International Conference on Learning Representations, 2025)