/Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

Primary LanguagePython

Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Ranking (CTR prediction, CVR prediction), Post Ranking, Transfer and Reinforcement Learning.

0_New_Papers

1_Embedding

2_Matching

Traditional

3_Ranking

Classic

Cross

Delayed-Feedback

4_Post-ranking

Seq2Slate

5_Multi-task

6_Graph_Neural_Networks

7_Transfer_Learning

Cross-domain

Meta-Learning

Multi-Scenario

Transfer

8_Reinforcement_Learning

9_Self_Supervised_Learning

Corporation

Google

JDRecSys

TaobaoSearch