BERT4CTR: An Efficient Framework to Combine Pre-trained Language Model with Non-textual Features for CTR Prediction

Author:

Wang Dong1ORCID,Salamatian Kavé2ORCID,Xia Yunqing1ORCID,Deng Weiwei1ORCID,Zhang Qi1ORCID

Affiliation:

1. STCA, Microsoft Corporation, Beijing, China

2. University of Savoie, Annecy, France

Publisher

ACM

Reference34 articles.

1. Dzmitry Bahdanau , Kyunghyun Cho , and Yoshua Bengio . 2014. Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473 ( 2014 ). Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2014. Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473 (2014).

2. Behavior sequence transformer for e-commerce recommendation in Alibaba

3. Wide & Deep Learning for Recommender Systems

4. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018).

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