Contextualised Graph Attention for Improved Relation Extraction
Table 6: Performance of the proposed model against state-of-the-art graph-based models for relation extraction.
['Model Details', 'F1-Score']
The c+gat+mg+dref model scores higher than the C-AGGCN Guo et al. Moreover, the GCN-based model (c-gcn-mg-dref) using multiple graphs achieves a higher F1-score of 85.9 compared to the C-GCN model Zhang et al.