Search Results for author: Jianghong Zhou

Found 6 papers, 0 papers with code

Leveraging Large Language Models for Enhanced Product Descriptions in eCommerce

no code implementations24 Oct 2023 Jianghong Zhou, Bo Liu, Jhalak Nilesh Acharya Yao Hong, Kuang-Chih Lee, Musen Wen

In the dynamic field of eCommerce, the quality and comprehensiveness of product descriptions are pivotal for enhancing search visibility and customer engagement.

Language Modelling

RLIRank: Learning to Rank with Reinforcement Learning for Dynamic Search

no code implementations21 May 2021 Jianghong Zhou, Eugene Agichtein

To support this dynamic ranking paradigm effectively, search result ranking must incorporate both the user feedback received, and the information displayed so far.

Learning-To-Rank reinforcement-learning +1

Diversifying Multi-aspect Search Results Using Simpson's Diversity Index

no code implementations21 May 2021 Jianghong Zhou, Eugene Agichtein, Surya Kallumadi

In search and recommendation, diversifying the multi-aspect search results could help with reducing redundancy, and promoting results that might not be shown otherwise.

De-Biased Modelling of Search Click Behavior with Reinforcement Learning

no code implementations21 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.

Learning-To-Rank reinforcement-learning +1

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