BriefGPT.xyz
Sep, 2021
面向低资源文本分类的知识感知元学习
Knowledge-Aware Meta-learning for Low-Resource Text Classification
HTML
PDF
Huaxiu Yao, Yingxin Wu, Maruan Al-Shedivat, Eric P. Xing
TL;DR
该论文将知识图谱引入到元学习中，提出KGML方法，并在低资源文本分类问题上进行实验，证明其在有监督和无监督适应环境下的有效性。
Abstract
meta-learning
has achieved great success in leveraging the historical learned knowledge to facilitate the learning process of the new task. However, merely learning the knowledge from the historical tasks, adopted by current
→