2 papers
cs.CL2022
MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification
Jianhai Zhang, Mieradilijiang Maimaiti, Xing Gao +2
Text classification struggles to generalize to unseen classes with very few labeled text instances per class. In such a few-shot learning (FSL) setting, metric-based meta-learning…
cs.LG2022
A Unified Analysis of Dynamic Interactive Learning
Xing Gao, Thomas Maranzatto, Lev Reyzin
In this paper we investigate the problem of learning evolving concepts over a combinatorial structure. Previous work by Emamjomeh-Zadeh et al. [2020] introduced dynamics into inter…