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Jiangtao Qiu

2 accepted papers

2025

Integrating Group-based Preferences from Coarse to Fine for Cold-start Users Recommendation

COLING 2025main

Recent studies have demonstrated that cross-domain recommendation (CDR) effectively addresses the cold-start problem. Most approaches rely on transfer functions to generate user representations from the source to the target domain. Although these methods substantially enhance recommendation performa…

2024

A Hierarchical Sequence-to-Set Model with Coverage Mechanism for Aspect Category Sentiment Analysis

COLING 2024main

Aspect category sentiment analysis (ACSA) aims to simultaneously detect aspect categories and their corresponding sentiment polarities (category-sentiment pairs). Some recent studies have used pre-trained generative models to complete ACSA and achieved good results. However, for ACSA, generative mod…