From Global to Local: Learning Context-Aware Graph Representations for Document Classification and Summarization

Ruangrin Ldallitsakool, Margarita Bugueño, Gerard de Melo

Recent NLP systems commonly represent documents as linear token sequences. Although this captures sequential order, it can hinder modeling long-range dependencies and global docume…