Table 3.

The hyper-parameters and corresponding values

Hyper-parameter	Value
Input context window size	13 (NCBI = CDR)
Word-level embedding dimension	200 (NCBI = CDR)
Character-level embedding dimension	20 (NCBI = CDR)
Lexicon feature embedding dimension	5 (NCBI = CDR)
Character-level CNN’s window size	3 (NCBI = CDR)
Character-level CNN’s filters number	20 (NCBI = CDR)
Word-level CNN’s window size	3 (NCBI = CDR)
Word-level CNN’s filters number	100 (NCBI = CDR)
Word-level Convolutional layers size	3 (NCBI); 4 (CDR)