Enhancing E-commerce Product Search through Reinforcement Learning-Powered Query Reformulation

Author:

Agrawal Sanjay1ORCID,Merugu Srujana1ORCID,Sembium Vivek1ORCID

Affiliation:

1. Amazon.com Inc., Bengaluru, India

Publisher

ACM

Reference37 articles.

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3. Satanjeev Banerjee and Alon Lavie . 2005 . METEOR: An automatic metric for MT evaluation with improved correlation with human judgments . In Proceedings of the acl workshop on intrinsic and extrinsic evaluation measures for machine translation and/or summarization. 65--72 . Satanjeev Banerjee and Alon Lavie. 2005. METEOR: An automatic metric for MT evaluation with improved correlation with human judgments. In Proceedings of the acl workshop on intrinsic and extrinsic evaluation measures for machine translation and/or summarization. 65--72.

4. Jerry Zikun Chen , Shi Yu , and Haoran Wang . 2020. Exploring Fluent Query Reformulations with Text-to-Text Transformers and Reinforcement Learning. arXiv preprint arXiv:2012.10033 ( 2020 ). Jerry Zikun Chen, Shi Yu, and Haoran Wang. 2020. Exploring Fluent Query Reformulations with Text-to-Text Transformers and Reinforcement Learning. arXiv preprint arXiv:2012.10033 (2020).

5. 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).

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