2 papers
cs.LG2024
Multi-Source Unsupervised Domain Adaptation with Prototype Aggregation
Min Huang, Zifeng Xie, Bo Sun +1
Multi-source domain adaptation (MSDA) plays an important role in industrial model generalization. Recent efforts on MSDA focus on enhancing multi-domain distributional alignment wh…
cs.CL2024
Label-template based Few-Shot Text Classification with Contrastive Learning
Guanghua Hou, Shuhui Cao, Deqiang Ouyang +1
As an algorithmic framework for learning to learn, meta-learning provides a promising solution for few-shot text classification. However, most existing research fail to give enough…