Zuping Zhang

Beyond Label: Cold-Start Self-Training for Cross-Domain Semantic Text Similarity

2024

In Natural Language Processing (NLP), comprehending the semantic connection between two texts, a Semantic Text Similarity (STS) task, poses a significant challenge. This challenge is especially pronounced in resource-constrained and cross-domain contexts, where traditional methods …

Diagnosis of Major Depressive Disorder Based on Anomaly Detection with sMRI Gray Matter Slices

2024

The current research focus on Major Depressive Disorder (MDD) is a reflection of its significant adverse impact on individuals and society. Structural magnetic resonance imaging (SMRI) is a valuable tool for clinicians in diagnosing and …