Table 5: 
GCN-SeA with random graphs and dependency/contextual graphs on all DSTC2 datasets.
DatasetModelper-resp.BLEUROUGEEntity F1
acc12L
En-DSTC2 GCN-SeA+Random 45.9 57.8 67.1 56.5 64.8 72.2 
GCN-SeA+Structure 47.1 59.0 67.4 57.1 65.0 71.9 
 
Hi-DSTC2 GCN-SeA+Random 44.4 54.9 63.1 52.9 60.9 67.2 
GCN-SeA+Structure 47.0 56.0 65.0 55.3 63.0 72.4 
 
Be-DSTC2 GCN-SeA+Random 44.9 56.5 65.4 54.8 62.7 65.6 
GCN-SeA+Structure 47.1 58.4 67.4 57.3 64.9 69.6 
 
Gu-DSTC2 GCN-SeA+Random 45.0 54.0 64.1 54.0 61.9 69.1 
GCN-SeA+Structure 48.1 55.7 65.5 56.2 63.5 72.2 
 
Ta-DSTC2 GCN-SeA+Random 44.8 61.4 66.9 55.6 64.3 70.5 
GCN-SeA+Structure 46.4 62.8 68.5 57.5 66.1 71.9 
DatasetModelper-resp.BLEUROUGEEntity F1
acc12L
En-DSTC2 GCN-SeA+Random 45.9 57.8 67.1 56.5 64.8 72.2 
GCN-SeA+Structure 47.1 59.0 67.4 57.1 65.0 71.9 
 
Hi-DSTC2 GCN-SeA+Random 44.4 54.9 63.1 52.9 60.9 67.2 
GCN-SeA+Structure 47.0 56.0 65.0 55.3 63.0 72.4 
 
Be-DSTC2 GCN-SeA+Random 44.9 56.5 65.4 54.8 62.7 65.6 
GCN-SeA+Structure 47.1 58.4 67.4 57.3 64.9 69.6 
 
Gu-DSTC2 GCN-SeA+Random 45.0 54.0 64.1 54.0 61.9 69.1 
GCN-SeA+Structure 48.1 55.7 65.5 56.2 63.5 72.2 
 
Ta-DSTC2 GCN-SeA+Random 44.8 61.4 66.9 55.6 64.3 70.5 
GCN-SeA+Structure 46.4 62.8 68.5 57.5 66.1 71.9 
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