Don't Click the Bait: Title Debiasing News Recommendation via Cross-Field Contrastive Learning

no code implementations • 16 Aug 2024 • Yijie Shu, Xiaokun Zhang, Youlin Wu, Bo Xu, Liang Yang, Hongfei Lin

To this end, we propose a Title Debiasing News Recommendation with Cross-field Contrastive learning (TDNR-C2) to overcome the title bias by incorporating news abstract.

Contrastive Learning News Recommendation

Enhancing Textual Personality Detection toward Social Media: Integrating Long-term and Short-term Perspectives

no code implementations • 23 Apr 2024 • Haohao Zhu, Xiaokun Zhang, Junyu Lu, Youlin Wu, Zewen Bai, Changrong Min, Liang Yang, Bo Xu, Dongyu Zhang, Hongfei Lin

This limitation hinders a comprehensive understanding of individuals' personalities, as both stable traits and dynamic states are vital.

FineRec:Exploring Fine-grained Sequential Recommendation

1 code implementation • 19 Apr 2024 • Xiaokun Zhang, Bo Xu, Youlin Wu, Yuan Zhong, Hongfei Lin, Fenglong Ma

Sequential recommendation is dedicated to offering items of interest for users based on their history behaviors.

Attribute Diversity +4