Contextual Distillation Model for Diversified Recommendation

Author:

Li Fan1ORCID,Si Xu2ORCID,Tang Shisong3ORCID,Wang Dingmin4ORCID,Han Kunyan5ORCID,Han Bing5ORCID,Zhou Guorui5ORCID,Song Yang5ORCID,Chen Hechang6ORCID

Affiliation:

1. University of Science and Technology of China, Hefei, China

2. Tsinghua University, Beijing, China

3. Kuaishou Inc. & Tsinghua University, Beijing, China

4. University of Oxford, Oxford, United Kingdom

5. Kuaishou Inc., Beijing, China

6. Jilin University, Changchun, China

Publisher

ACM

Reference50 articles.

1. Managing Diversity in Airbnb Search

2. Optimal Greedy Diversity for Recommendation;Ashkan Azin;IJCAI,2015

3. Haoyue Bai, Le Wu, Min Hou, Miaomiao Cai, Zhuangzhuang He, Yuyang Zhou, Richang Hong, and Meng Wang. 2024. Multimodality Invariant Learning for Multimedia-Based New Item Recommendation. arXiv preprint arXiv:2405.15783 (2024).

4. The use of MMR, diversity-based reranking for reordering documents and producing summaries

5. Laming Chen, Guoxin Zhang, and Eric Zhou. 2018. Fast greedy map inference for determinantal point process to improve recommendation diversity. Advances in Neural Information Processing Systems 31 (2018).

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