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Table 1

English DRS parsing (PMB 2.2.0 test set); results for SPAR, SIM-SPAR, BOXER, Transition, Graph, Neural-BOXER, and MultiEnc are taken from respective papers; best result per metric shown in bold.

DRSPrecRecF1
SPAR 44.4 37.8 40.8 
SIM-SPAR 57.0 58.4 57.7 
BOXER 72.1 72.3 72.2 
Transition 75.6 74.6 75.1 
Graph – – 76.4 
Neural-BOXER 85.0 81.4 83.2 
MultiEnc 87.6 86.3 87.0 
Cls-LSTM 82.5 83.3 83.9 
Tree-LSTM 84.3 84.7 84.3 
 
Cls-Transformer 88.1 87.7 87.9 
Tree-Transformer 88.6 88.9 88.7 
w/o bronze 86.1 86.0 86.0 (−2.6) 
w/o bronze & silver 79.9 84.4 82.1 (−6.5) 
DRSPrecRecF1
SPAR 44.4 37.8 40.8 
SIM-SPAR 57.0 58.4 57.7 
BOXER 72.1 72.3 72.2 
Transition 75.6 74.6 75.1 
Graph – – 76.4 
Neural-BOXER 85.0 81.4 83.2 
MultiEnc 87.6 86.3 87.0 
Cls-LSTM 82.5 83.3 83.9 
Tree-LSTM 84.3 84.7 84.3 
 
Cls-Transformer 88.1 87.7 87.9 
Tree-Transformer 88.6 88.9 88.7 
w/o bronze 86.1 86.0 86.0 (−2.6) 
w/o bronze & silver 79.9 84.4 82.1 (−6.5) 
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