Jinxin Cui

Enhancing Robustness and Interpretability in Transformer Networks through Fuzzification

2024

Transformer networks have shown good performance in multifaceted tasks such as natural language processing, but face challenges in terms of robustness and interpretability. This study proposes a Transformer Fuzzy Neural Network (TFNN) that integrates fuzzification …