waldenlqy / SAM

Code repo for Sparse Attentive Memory (SAM) network

SAM (Sparse Attentive Memory Network)

Paper

Qianying Lin, Wen-Ji Zhou, Yanshi Wang, Qing Da, Qing-Guo Chen, and Bing Wang. 2022. Sparse Attentive Memory Network for Click-through Rate Prediction with Long Sequences. In Proceedings of the 31st ACM International Conference on Information and Knowledge Management (CIKM ’22), October 17–21, 2022, Atlanta, GA, USA. ACM, New York, NY, USA, 10 pages. https://doi.org/10.1145/3511808.3557095.

Note

We include the methods for sequence modeling in Tensorflow. The proposed method SAM is in SAM/SAM_codes/sam_model/sparse_attentive_memory_network.py

References

We referenced the following githubs/papers for our implementations for baselines

1. https://github.com/UIC-Paper/MIMN