Fig. 2

Proposed NER approach. Panel 1) shows the corpus generation, including annotation and the pre-processing of the raw text (sentence detection & tokenization). Panel 2) shows the fine-tuning phase, whereas panel 3) the validation phase. Both 2) and 3) are carried out considering a 10 fold cross-validation experimental setup (10 fold CV black dotted box)