2 papers
cs.CL2025
Adversarial Demonstration Learning for Low-resource NER Using Dual Similarity
Guowen Yuan, Tien-Hsuan Wu, Lianghao Xia +1
We study the problem of named entity recognition (NER) based on demonstration learning in low-resource scenarios. We identify two issues in demonstration construction and model tra…
cs.LG2024
OpenGraph: Towards Open Graph Foundation Models
Lianghao Xia, Ben Kao, Chao Huang
Graph learning has become essential in various domains, including recommendation systems and social network analysis. Graph Neural Networks (GNNs) have emerged as promising techniq…