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Table 6 Hyper-parameters used in our convolutional neural network

From: BioVerbNet: a large semantic-syntactic classification of verbs in biomedicine

Parameters Values
Vector dimension 200
Filter sizes 3,4 and 5
Number of filters 300
Dropout probability 0.5
Minibatch size 50
Input size (in tokens) 500 (documents), 100 (sentences)