Rosina O. Weber

GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification

2024 · arXiv (Cornell University)

Pretrained transformer-based Language Models (LMs) are well-known for their ability to achieve significant improvement on text classification tasks with their powerful word embeddings, but their black-box nature, which leads to a lack of interpretability, has …