for i, y_doc in enumerate(y_docs[start:]):
            if self.verbose and i % 50 == 0:
                print('Processing ymdb doc {} out of {}'.format(i+start, count_y))
            if y_doc['synonyms']:
                synonyms = y_doc['synonyms']['synonym']