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Table 5

Fine-grained evaluation (F1) on the English PMB test set by Cls/Tree-Transformer and Cls/Tree-LSTM. Best result per meaning construct shown in bold.

DRSLSTMTransformer
ClsTreeClsTree
DRS operator 90.80 91.02 94.05 95.07 
Role 81.68 83.23 87.87 88.48 
Concept 81.41 82.91 85.97 86.87 
Syns-Noun 87.41 87.79 91.57 91.86 
Syns-Verb 65.27 66.04 71.58 74.20 
Syns-Adjective 71.74 73.12 74.73 76.93 
Syns-Adverb 66.48 60.00 60.00 54.55 
DRSLSTMTransformer
ClsTreeClsTree
DRS operator 90.80 91.02 94.05 95.07 
Role 81.68 83.23 87.87 88.48 
Concept 81.41 82.91 85.97 86.87 
Syns-Noun 87.41 87.79 91.57 91.86 
Syns-Verb 65.27 66.04 71.58 74.20 
Syns-Adjective 71.74 73.12 74.73 76.93 
Syns-Adverb 66.48 60.00 60.00 54.55 
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