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Enhancing Safety-Critical Hazard Analysis With Transformers: A BERT-Based Pipeline for STPA Sentence Classification and Validation

Andrey Toshiro Okamura, Luiz Eduardo Galvão Martins, Tony Gorschek, Niklas Lavesson, Ana Estela Antunes da Silva. Enhancing Safety-Critical Hazard Analysis With Transformers: A BERT-Based Pipeline for STPA Sentence Classification and Validation. IEEE Access, 14:116826-116841, 2026. [doi]

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