Filter-enhanced MLP is All You Need for Sequential Recommendation

Author:

Zhou Kun1,Yu Hui2,Zhao Wayne Xin3,Wen Ji-Rong3

Affiliation:

1. School of Information, Renmin University of China, China and Beijing Key Laboratory of Big Data Management and Analysis Methods, China

2. University of Chinese Academy of Sciences, China and Key Laboratory of Petroleum Resources Research, Institute of Geology and Geophysics, Chinese Academy of Sciences, China

3. Gaoling School of Artificial Intelligence, Renmin University of China, China and Beijing Key Laboratory of Big Data Management and Analysis Methods, China

Publisher

ACM

Reference71 articles.

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3. Lei Jimmy Ba Jamie Ryan Kiros and Geoffrey E. Hinton. 2016. Layer Normalization. CoRR abs/1607.06450(2016). arXiv:1607.06450http://arxiv.org/abs/1607.06450 Lei Jimmy Ba Jamie Ryan Kiros and Geoffrey E. Hinton. 2016. Layer Normalization. CoRR abs/1607.06450(2016). arXiv:1607.06450http://arxiv.org/abs/1607.06450

4. Yoshua Bengio , Yann LeCun , and Donnie Henderson . 1993. Globally Trained Handwritten Word Recognizer Using Spatial Representation , Convolutional Neural Networks, and Hidden Markov Models. In Advances in Neural Information Processing Systems 6, [7th NIPS Conference , Denver, Colorado, USA , 1993 ], Jack D. Cowan, Gerald Tesauro, and Joshua Alspector (Eds.). Morgan Kaufmann , 937–944. Yoshua Bengio, Yann LeCun, and Donnie Henderson. 1993. Globally Trained Handwritten Word Recognizer Using Spatial Representation, Convolutional Neural Networks, and Hidden Markov Models. In Advances in Neural Information Processing Systems 6, [7th NIPS Conference, Denver, Colorado, USA, 1993], Jack D. Cowan, Gerald Tesauro, and Joshua Alspector (Eds.). Morgan Kaufmann, 937–944.

5. Contrastive Curriculum Learning for Sequential User Behavior Modeling via Data Augmentation

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