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Examining the Potential of Generative Language Models for Aviation Safety Analysis: Case Study and Insights using the Aviation Safety Reporting System (ASRS)

2023-07-11

Abstract excerpt

This research investigates the potential application of generative language models, especially ChatGPT, in aviation safety analysis as a means to enhance the efficiency of safety analyses and accelerate the time it takes to process incident reports. In particular, ChatGPT was leveraged to generate incident synopses from narratives, which were subsequently compared with ground truth synopses from the Aviation Safet...

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Literature Corpus work
f8828444-efbf-525c-bb5d-f1923f5d7eb8
DOI
10.20944/preprints202307.0192.v2
Open publication

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Examining the Potential of Generative Language Models for Aviation Safety Analysis: Case Study and Insights using the Aviation Safety Reporting System (ASRS)DOI 10.20944/preprints202307.0192.v2
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