TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest

Xue Xia, Pong Eksombatchai, Nikil Pancha, Dhruvil Deven Badani, Po-Wei Wang, Neng Gu, Saurabh Vishwas Joshi, Nazanin Farahpour, Zhiyuan Zhang, Andrew Zhai. TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest. In Ambuj Singh, Yizhou Sun, Leman Akoglu, Dimitrios Gunopulos, Xifeng Yan, Ravi Kumar 0001, Fatma Ozcan, Jieping Ye, editors, Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023. pages 5249-5259, ACM, 2023. [doi]

@inproceedings{XiaEPBWGJFZZ23,
  title = {TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest},
  author = {Xue Xia and Pong Eksombatchai and Nikil Pancha and Dhruvil Deven Badani and Po-Wei Wang and Neng Gu and Saurabh Vishwas Joshi and Nazanin Farahpour and Zhiyuan Zhang and Andrew Zhai},
  year = {2023},
  doi = {10.1145/3580305.3599918},
  url = {https://doi.org/10.1145/3580305.3599918},
  researchr = {https://researchr.org/publication/XiaEPBWGJFZZ23},
  cites = {0},
  citedby = {0},
  pages = {5249-5259},
  booktitle = {Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023},
  editor = {Ambuj Singh and Yizhou Sun and Leman Akoglu and Dimitrios Gunopulos and Xifeng Yan and Ravi Kumar 0001 and Fatma Ozcan and Jieping Ye},
  publisher = {ACM},
}