Search Results for author: Ruixue Lian

Found 2 papers, 1 papers with code

Learning Label Hierarchy with Supervised Contrastive Learning

1 code implementation31 Jan 2024 Ruixue Lian, William A. Sethares, Junjie Hu

This paper introduces a family of Label-Aware SCL methods (LASCL) that incorporates hierarchical information to SCL by leveraging similarities between classes, resulting in creating a more well-structured and discriminative feature space.

Contrastive Learning text-classification +1

Incremental user embedding modeling for personalized text classification

no code implementations13 Feb 2022 Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo

Individual user profiles and interaction histories play a significant role in providing customized experiences in real-world applications such as chatbots, social media, retail, and education.

Management Multi-class Classification +3

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