Data Merging for BiLSTM Tagger For BiLSTM-a, it can be noted that the performance of the standard categories PERSON, ORGANIZATION, and, especially LOCATION is inferior.
we performed resourceoptimization by merging high quality data with our BIOfid dataset in order to increase the training samples for the low performing categories.