arXiv · Information Retrieval· Arnab Bhadury, Siyan Zheng, Anlan Yu, Palaksh Rungta, Jiawei Li, Changping Meng, Dapeng Hong, Chuan He, Onkar Dalal·· 6 小时前AI 评分30
Soft Curriculum Learning for Optimizing Fresh and Generalized Recommendations
Soft Curriculum Learning for Optimizing Fresh and Generalized Recommendations
AI 导读
summary_zh: 本文提出面向工业级检索与排序模型连续训练的可扩展 Soft Curriculum Learning 框架，通过 loss annealing 与 in-graph weight 调整替代刚性数据过滤，打破热门物品反馈循环，实现动态课程调度且不牺牲系统吞吐。
来源：arXiv · Information Retrieval · arxiv.org