1 code implementation • 30 Mar 2022 • Bencheng Yan, Pengjie Wang, Kai Zhang, Feng Li, Hongbo Deng, Jian Xu, Bo Zheng
In many web applications, deep learning-based CTR prediction models (deep CTR models for short) are widely adopted.
no code implementations • 24 Aug 2021 • Bencheng Yan, Pengjie Wang, Kai Zhang, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng
Each feature value is mapped to an embedding vector via an embedding learning process.
no code implementations • 24 Aug 2021 • Bencheng Yan, Pengjie Wang, Jinquan Liu, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng
In these applications, embedding learning of categorical features is crucial to the success of deep learning models.
no code implementations • 17 May 2021 • Feng Li, Bencheng Yan, Qingqing Long, Pengjie Wang, Wei Lin, Jian Xu, Bo Zheng
Most of the existing methods adopt a DNN-based model to capture the cross features in an implicit manner.