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Personalized news recommendation is very important for online news platforms to help users find interested news and improve user experience.
Google news personalization: scalable online collaborative filtering
Abhinandan S Das, Mayur Datar, Ashutosh Garg, and Shyam Rajaram · 2007
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Ontology-based news recommendation
Wouter IJntema, Frank Goossen, Flavius Frasincar, and Frederik Hogenboom · 2010
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User attitudes towards news content personalization
Talia Lavie, Michal Sela, Ilit Oppenheim, Ohad Inbar, and Joachim Meyer · 2010
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Personalized news recommendation based on click behavior
Jiahui Liu, Peter Dolan, and Elin Rønby Pedersen · 2010
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Deep sparse rectifier neural networks
Xavier Glorot, Antoine Bordes, and Yoshua Bengio · 2011
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Terms of a feather: Content-based news recommendation and discovery using twitter
Owen Phelan, Kevin McCarthy, Mike Bennett, and Barry Smyth · 2011
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From chatter to headlines: harnessing the real-time web for personalized news recommendation
Gianmarco De Francisci Morales, Aristides Gionis, and Claudio Lucchese · 2012
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Factorization machines with libfm
Steffen Rendle · 2012
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Learning deep structured semantic models for web search using clickthrough data
Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, and Larry Heck · 2013
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A location-based news article recommendation with explicit localized semantic analysis
Jeong-Woo Son, A Kim, Seong-Bae Park, et al · 2013
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Convolutional neural networks for sentence classification
Yoon Kim · 2014
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
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Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher Manning · 2014
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Dropout: a simple way to prevent neural networks from overfitting
Nitish Srivastava, Geoffrey E Hinton, Alex Krizhevsky, Ilya Sutskever, and Ruslan Salakhutdinov · 2014
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Content driven user profiling for comment-worthy recommendations of news and blog articles
Word semantics based 3-d convolutional neural networks for news recommendation
Vaibhav Kumar, Dhruv Khattar, Shashank Gupta, and Vasudeva Varma · 2017
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Embedding-based news recommendation for millions of users
Shumpei Okura, Yukihiro Tagami, Shingo Ono, and Akira Tajima · 2017
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Weave& rec: A word embedding based 3-d convolutional network for news recommendation
Dhruv Khattar, Vaibhav Kumar, Vasudeva Varma, and Manish Gupta · 2018
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Towards better representation learning for personalized news recommendation: a multi-channel deep fusion approach
Jianxun Lian, Fuzheng Zhang, Xing Xie, and Guangzhong Sun · 2018
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Dkn: Deep knowledge-aware network for news recommendation
Hongwei Wang, Fuzheng Zhang, Xing Xie, and Minyi Guo · 2018
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Trapit Bansal, Mrinal Das, and Chiranjib Bhattacharyya · 2015
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Wide & deep learning for recommender systems
Heng-Tze Cheng, Levent Koc, Jeremiah Harmsen, Tal Shaked, Tushar Chandra, Hrishi Aradhye, Glen Anderson, Greg Corrado, Wei Chai, Mustafa Ispir, et al · 2016
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Deepintent: Learning attentions for online advertising with recurrent neural networks
Shuangfei Zhai, Keng-hao Chang, Ruofei Zhang, and Zhongfei Mark Zhang · 2016
Cited alongside, same era.
Deepfm: a factorization-machine based neural network for ctr prediction
Huifeng Guo, Ruiming Tang, Yunming Ye, Zhenguo Li, and Xiuqiang He · 2017
Cited alongside, same era.
Guanjie Zheng, Fuzheng Zhang, Zihan Zheng, Yang Xiang, Nicholas Jing Yuan, Xing Xie, and Zhenhui Li · 2018
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Neural news recommendation with topic-aware news representation
Chuhan Wu, Fangzhao Wu, Mingxiao An, Jianqiang Huang, Yongfeng Huang, and Xing Xie · 2019
Closest in time.
Neural demographic prediction using search query
Chuhan Wu, Fangzhao Wu, Junxin Liu, Shaojian He, Yongfeng Huang, and Xing Xie · 2019
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Npa: Neural news recommendation with personalized attention
Chuhan Wu, Fangzhao Wu, Junxin Liu, and Yongfeng Huang · 2019
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