Authors

Emrul Hasan

Publications 2

Preprint Open access

Contrastive Learning for Aspect Representation towards Explainable Recommendation

Emrul Hasan, Chen Ding · 2026 · 10.1109/wi-iat67162.2025.00070

In this work, we propose a novel recommendation model, CLARER (Contrastive Learning for Aspect Representation towards Explainable Recommendation) that integrates aspect features learned from textual reviews with rating information to improve the accuracy and explainability of recommendations. Our proposed framework lea …

Preprint Open access

No Transformer Beats Six Covariates: Long-Horizon Prediction of Depressive Symptoms from Childhood Essays

Daniel Kua, Emrul Hasan, John-Jose Nunez et al. · 2026

Natural language processing (NLP) models can detect depression-related language in text written near the time symptoms are measured, but whether pretrained transformers can predict depressive symptoms from text written twelve years earlier is largely untested. In the National Child Development Study, a British birth co …

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