J F Liu

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 …