Rongxin Chen

Enhancing the Prototype Network with Local-to-Global Optimization for Few-Shot Relation Extraction

Few-Shot Relation Extraction (FSRE) aims to achieve high classification performance by training relation classification models with a small amount of labeled data. Prototypical networks serve as a straightforward and efficient method for optimizing model performance by combining similarity evaluatio…