Deep Learning for Matching in Search and Recommendation

Description

Introduction Search and Recommendation Unifying Search and Recommendation from Matching Viewpoint Mismatching Challenge in Search Mismatching Challenge in Recommendation Recent Advances About This Survey Traditional Matching Models Learning to Match Matching Models in Search and Recommendation Latent Space Models in Search Latent Space Models in Recommendation Further Reading Deep Learning for Matching Overview of Deep Learning Overview of Deep Learning for Matching Deep Matching Models in Search Matching Based on Representation Learning Matching Based on Matching Function Learning Discussions and Further Reading Deep Matching Models in Recommendation Matching Based on Representation Learning Matching Based on Matching Function Learning Further Reading Conclusion and Future Directions Summary of the Survey Matching in Other Tasks Open Questions and Future Directions Acknowledgements References