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ACTION - prediction of action

Refer to TABLE 3: Prediction of Action accuracy.

Models (M7.6, M7.5, M7.4) below are for Cycle2.

Models Accuracy Weights
M7.6 Action w/ Pr(pre+eff+sup+act) 65.40 link
M7.5 Action w/ Pr(pre+eff+sup) 64.50 link
M7.4 Action w/ Pr(pre+eff) 64.08 link
M7.1 Action w/ Pr(effect) 63.35 link
M7.2 Action w/ Pr(precondition) 63.33 link
M7.3 Action w/ Pr(super) 61.78 link

Sub - prediction of annotations

Refer to TABLE 4: Comparison between cycles for training annotations.

Models below are for Cycle2.

Models Accuracy Weights
M6.1 Effect w/ Pr(action) 69.88 link
M6.2 Precondition w/ Pr(action) 72.2 link
M6.3 Super w/ Pr(action) 77.88 link