Rec-Models
更多细节参考项目:https://github.com/JackHCC/Rec-Models
https://github.com/JackHCC/Rec-Models
📝 Summary of recommendation, advertising and search models.
Recall
Papers
Ranking(CTR|CVR)
Papers
Datasets
Reranking
Papers
Paper | Resource | Others |
---|---|---|
[IJCAJ2018, Alibaba]. Globally Optimized Mutual Influence Aware Ranking in E-Commerce Search | Code | |
[SIGIR2018, Qingyao Ai]. Learning a Deep Listwise Context Model for Ranking Refinement | Code | |
[RecSys2019, Alibaba]. Personalized Re-ranking for Recommendation | Code | |
[CIKM2020, Alibaba]. EdgeRec-Recommender System on Edge in Mobile Taobao | Code | |
[Artix2021, Alibaba]. Revisit Recommender System in the Permutation Prospective | Code |
Blogs
Calibration
Papers
Paper | Resource | Others |
---|---|---|
(KDD2020, Alibaba). Calibrating User Response Predictions in Online Advertising | Code | |
(WWW2020, Tencent). A Simple and Empirically Strong Method for Reliable Probabilistic Predictions | Code | |
(WWW2022, Alibaba). MBCT Tree-Based Feature-Aware Binning for Individual Uncertainty Calibration | Code |