Hazem Abou Hamdan

GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization

Heterogeneous graph neural networks have recently gained attention for long document summarization, modeling the extraction as a node classification task. Although effective, these models often require external tools or additional machine learning models to define graph components, producing highly…