Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval

Author:

Wu Tao1,Chio Ellie Ka-In1,Cheng Heng-Tze1,Du Yu1,Rendle Steffen1,Kuzmin Dima1,Agarwal Ritesh1,Zhang Li1,Anderson John1,Singh Sarvjeet1,Chandra Tushar1,Chi Ed H.1,Li Wen1,Kumar Ankit1,Ma Xiang1,Soares Alex1,Jindal Nitin1,Cao Pei1

Affiliation:

1. Google Inc., Mountain View, CA, USA

Publisher

ACM

Reference33 articles.

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2. Jesús Bobadilla Fernando Ortega Antonio Hernando and Abraham Gutiérrez. 2013. Recommender systems survey. Knowledge-based systems Vol. 46 (2013) 109--132. Jesús Bobadilla Fernando Ortega Antonio Hernando and Abraham Gutiérrez. 2013. Recommender systems survey. Knowledge-based systems Vol. 46 (2013) 109--132.

3. Minmin Chen Alex Beutel Paul Covington Sagar Jain Francois Belletti and Ed H Chi. 2019. Top-K Off-Policy Correction for a REINFORCE Recommender System. In WSDM. 456--464. Minmin Chen Alex Beutel Paul Covington Sagar Jain Francois Belletti and Ed H Chi. 2019. Top-K Off-Policy Correction for a REINFORCE Recommender System. In WSDM. 456--464.

4. Kyunghyun Cho Bart Van Merriënboer Caglar Gulcehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk and Yoshua Bengio. 2014. Learning phrase representations using RNN encoder-decoder for statistical machine translation. arXiv preprint arXiv:1406.1078 (2014). Kyunghyun Cho Bart Van Merriënboer Caglar Gulcehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk and Yoshua Bengio. 2014. Learning phrase representations using RNN encoder-decoder for statistical machine translation. arXiv preprint arXiv:1406.1078 (2014).

5. Zhuyun Dai Chenyan Xiong Jamie Callan and Zhiyuan Liu. 2018. Convolutional neural networks for soft-matching n-grams in ad-hoc search. In WSDM. 126--134. Zhuyun Dai Chenyan Xiong Jamie Callan and Zhiyuan Liu. 2018. Convolutional neural networks for soft-matching n-grams in ad-hoc search. In WSDM. 126--134.

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