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Table 4: 
Results when ablating away the learning (L) and decoding (D) components of our proposed method.
ACE-2005GENIA
Precision (%)Recall (%)F1 (%)Precision (%)Recall (%)F1 (%)
This work 78.27 ± 0.81 75.44 ± 0.37 76.83 ± 0.36 78.70 ± 0.69 75.74 ± 0.64 77.19 ± 0.10 
– L 60.89 ± 1.30 75.38 ± 1.27 67.34 ± 0.37 70.72 ± 0.39 79.20 ± 1.27 74.71 ± 0.18 
– L&D 77.77 ± 0.31 67.42 ± 0.29 72.22 ± 0.13 79.70 ± 0.56 73.41 ± 0.35 76.43 ± 0.28 
ACE-2005GENIA
Precision (%)Recall (%)F1 (%)Precision (%)Recall (%)F1 (%)
This work 78.27 ± 0.81 75.44 ± 0.37 76.83 ± 0.36 78.70 ± 0.69 75.74 ± 0.64 77.19 ± 0.10 
– L 60.89 ± 1.30 75.38 ± 1.27 67.34 ± 0.37 70.72 ± 0.39 79.20 ± 1.27 74.71 ± 0.18 
– L&D 77.77 ± 0.31 67.42 ± 0.29 72.22 ± 0.13 79.70 ± 0.56 73.41 ± 0.35 76.43 ± 0.28 
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