Aykut Koc

VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks

The emergence of transformers has revolutionized natural language processing (NLP), as evidenced in various NLP tasks. While graph neural networks (GNNs) show recent promise in NLP, they are not standalone replacements for transformers. Rather, recent research explores combining transformers and GNN…