Improving Micro-video Recommendation via Contrastive Multiple Interests

Author:

Li Beibei1,Jin Beihong1,Song Jiageng1,Yu Yisong1,Zheng Yiyuan1,Zhou Wei2

Affiliation:

1. Institute of Software, Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, China

2. MX Media Co., Ltd., Singapore, Singapore

Funder

the National Natural Science Foundation of China

Publisher

ACM

Reference22 articles.

1. Controllable Multi-Interest Framework for Recommendation

2. Temporal Hierarchical Attention at Category- and Item-Level for Micro-Video Click-Through Prediction

3. Hongchao Fang , Sicheng Wang , Meng Zhou , Jiayuan Ding , and Pengtao Xie . 2020 . CERT: Contrastive Self-supervised Learning for Language Understanding. arXiv:2005.12766 cs, stat (June 2020). http://arxiv.org/abs/2005.12766 arXiv: 2005.12766. Hongchao Fang, Sicheng Wang, Meng Zhou, Jiayuan Ding, and Pengtao Xie. 2020. CERT: Contrastive Self-supervised Learning for Language Understanding. arXiv:2005.12766 cs, stat (June 2020). http://arxiv.org/abs/2005.12766 arXiv: 2005.12766.

4. John Giorgi , Osvald Nitski , Bo Wang , and Gary Bader . 2021. DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations. arXiv:2006.03659 cs (May 2021 ). http://arxiv.org/abs/2006.03659 arXiv: 2006.03659. John Giorgi, Osvald Nitski, Bo Wang, and Gary Bader. 2021. DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations. arXiv:2006.03659 cs (May 2021). http://arxiv.org/abs/2006.03659 arXiv: 2006.03659.

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