no code implementations • 25 Sep 2023 • Duleep Rathgamage Don, Ying Xie, Le Yu, Simon Hughes, Yun Zhu
This paper proposes a novel method to improve the accuracy of product search in e-commerce by utilizing a cluster language model.
no code implementations • 21 May 2021 • Jianghong Zhou, Sayyed M. Zahiri, Simon Hughes, Khalifeh Al Jadda, Surya Kallumadi, Eugene Agichtein
Our experiments demonstrate the effectiveness of the DRLC model in learning to reduce bias in click logs, leading to improved modeling performance and showing the potential for using DRLC for improving Web search quality.
no code implementations • 28 Apr 2021 • Mingming Guo, Nian Yan, Xiquan Cui, Simon Hughes, Khalifeh Al Jadda
For a customer, selecting the product that has the best trade-off between price and functionality is a time-consuming step in an online shopping experience, and customers can be overwhelmed by the available choices.
BIG-bench Machine Learning Interpretable Machine Learning +2
no code implementations • 23 Apr 2021 • Ali Ahmadvand, Sayyed M. Zahiri, Simon Hughes, Khalifa Al Jadda, Surya Kallumadi, Eugene Agichtein
Query categorization is an essential part of query intent understanding in e-commerce search.