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Table 4 Hyper-parameters used in NER

From: Bio-SimVerb and Bio-SimLex: wide-coverage evaluation sets of word similarity in biomedicine

Parameters

Values

Vector dimension

200

Hidden layer dimension

300

Context window size

5

Learning rate

0.01

Dropout probability

0.2

Epochs

20

Minibatch size

50