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MsFcNET: Multi-scale Feature-Crossing Attention Network for Multi-field Sparse Data [chapter]

Zhifeng Xie, Wenling Zhang, Huiming Ding, Lizhuang Ma
2020 Lecture Notes in Computer Science  
On the other hand, it also integrates a multi-scale feature-crossing module to strengthen the representation ability of cross features from multi-field sparse data.  ...  In this paper, a novel multi-scale feature-crossing attention network (MsFcNET) is proposed to extract dense-and-implicit cross features and learn their importance in the different scales.  ...  In this layer, we design a multi-scale feature-crossing module to better represent the cross features from multi-field sparse data.  ... 
doi:10.1007/978-3-030-47426-3_12 fatcat:goy3sigcbrb7pfdokmbefd24be