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. Author manuscript; available in PMC: 2020 Aug 24.
Published in final edited form as: LREC Int Conf Lang Resour Eval. 2020 May;2020:2251–2260.

Table 9:

10 fold CV results for extracting spatial frame elements using BERTLARGE (MIMIC). P - Precision, R - Recall.

Main Frame Elements Gold Spatial Triggers Predicted Spatial Triggers
P(%) R(%) F1 P(%) R(%) F1
Figure 77.42 85.75 81.35 65.51 65.44 65.12
Ground 88.92 91.57 90.22 73.31 70.21 71.51
Hedge 67.20 77.94 71.59 60.43 57.26 57.82
Diagnosis 51.96 79.81 62.31 47.06 57.64 50.76
Relative Position 81.31 78.42 79.57 66.02 67.76 66.33
Distance 86.83 87.50 87.00 86.50 90.24 88.05
Position Status 65.73 65.83 65.38 58.59 63.63 60.37
Associated Process, Reason 0.0 0.0 0.0 0.0 0.0 0.0
Overall 78.83 84.64 81.61 66.63 66.28 66.25