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1. In the introduction section, the limitations and issues of RNNs are unclear to me. Please rephrase and clarify these limitations.
2. It would also be beneficial if you could separate the related literature into a distinct section. When I first read the manuscript, I didn't fully capture the motivation of your paper. I believe part of the reason is that the objectives and contributions of your paper are not emphasized enough.
3. Followed by comment 2, please highlight the challenges and the motivation of your paper. Why specifically we need a bi-directional encoder, like BERT, for damage detection? What is the advantages of using BERT over other neural network models?
4. Currently you are handling a binary classification. Can you extend the model to a more complicated tasks like multi-class classification?
5. BERT is a great model that capable of handling various data. I do see the potential of BERT is structural health monitoring. Can you use BERT handle more complicated tasks, like system identification[1], parameter identification [2], damage localization[3], etc? A deeper investigation and discussion will be beneficial to readers.
6. Are you using the original BERT model or modified BERT? If you modified the BERT model, you need to highlight and emphasize which component have you modified.

• It is essential to be mentioned steel frame structures in the title of this research.
• The structure of abstract must be enhanced.
• The keywords must be selected based on importance.
• The quantification of the results must be mentioned in the abstract.
• In the current manuscript, some sentences are long, and readers cannot understand them easily.
•The grammatical points must be checked and revised by native speaker.
• The titles of all sections must be checked and selected based on other related ISI journals in the revised paper.
• The abstract must be stated clearly with considering the highlighted novelty of this research.
• Introduction section must be emphasized on debated topic.
• The theoretical fundamentals must be summarized and explained in the revised paper.
• The research methodology must be elaborated and the name of section 2 must be changed to research methodology.
• Please compare the novelty of present research in the last paragraph of the introduction.
• The novelty of this research must be compared with other related past papers in the last paragraph of Introduction section.
• The validation of the results must be checked and compared.
• The research assumptions must be added.
• The Laboratory Test Setup and Instrumentation must be elaborated with more details.
• The sensitivity of results must be checked.
• In Figures 7, 9 and 10 must be specified the axes (horizontal and vertical axes) with units.
• In Conclusion section, the obtained results must be indicated numerically and conceptually.
• The recommendation section must be added.
• The limits of this research must be mentioned.

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