Fig. 2: Number of relevant suggestions that were corrosion protection strategies from the top 1000 results generated by the respective Word2Vec and BERT models.

The abbreviation words ‘can’, ‘may’, ‘chromate’, ‘inhibitor’, ‘perform’, and ‘coating’ are six questions that required filling to seek possible suggestions in the BERT model.