Show the Way: Accelerating General Aviation Accident Investigations through LLMs and HFACS
Q Liu, Y Yan, F Li, S Feng - Advances in …, 2024 - openaccess.cms-conferences.org
General Aviation (GA), with the highest accident and fatality rates in civil aviation, undergoes
lengthy accident investigations that include site analysis, witness interviews, cause …
lengthy accident investigations that include site analysis, witness interviews, cause …
Examining the potential of generative language models for aviation safety analysis: Case study and insights using the aviation safety reporting system (asrs)
This research investigates the potential application of generative language models,
especially ChatGPT, in aviation safety analysis as a means to enhance the efficiency of …
especially ChatGPT, in aviation safety analysis as a means to enhance the efficiency of …
Examining the Potential of Generative Language Models for Aviation Safety Analysis: Case Study and Insights using the Aviation Safety Reporting System (ASRS)
This research investigates the potential application of generative language models,
especially ChatGPT, in aviation safety analysis as a means to enhance the efficiency of …
especially ChatGPT, in aviation safety analysis as a means to enhance the efficiency of …
[PDF][PDF] Article Not peer-reviewed version
AT Ray, AP Bhat, RT White, VM Nguyen, OJP Fischer… - 2023 - researchgate.net
This research investigates the potential application of generative language models,
especially ChatGPT, in aviation safety analysis as a means to enhance the efficiency of …
especially ChatGPT, in aviation safety analysis as a means to enhance the efficiency of …
Highway Construction Safety Analysis Using Large Language Models
Featured Application Use of large language models and AI to analyze construction safety
data. Abstract The highway construction industry carries substantial safety risks for workers …
data. Abstract The highway construction industry carries substantial safety risks for workers …
Sequential classification of aviation safety occurrences with natural language processing
View Video Presentation: https://doi. org/10.2514/6.2023-4325. vid Safety is a critical aspect
of the air transport system given even slight operational anomalies can result in serious …
of the air transport system given even slight operational anomalies can result in serious …
Injury severity on traffic crashes: A text mining with an interpretable machine-learning approach
The analysis of traffic crash severities provides significant information for the development of
safety countermeasures. Most available traffic crash datasets contain rich information …
safety countermeasures. Most available traffic crash datasets contain rich information …
Large Language Models in Analyzing Crash Narratives--A Comparative Study of ChatGPT, BARD and GPT-4
In traffic safety research, extracting information from crash narratives using text analysis is a
common practice. With recent advancements of large language models (LLM), it would be …
common practice. With recent advancements of large language models (LLM), it would be …
Improving Large Language Model Assisted Categorization and Classification of Highway Construction Accidents from Osha Databases
M Smetana, L Salles de Salles… - Available at SSRN … - papers.ssrn.com
The construction industry, particularly in highway work zones, grapples with persistently high
rates of occupational injuries and fatalities, requiring a transformative approach to bolster …
rates of occupational injuries and fatalities, requiring a transformative approach to bolster …
A scoping literature review of natural language processing application to safety occurrence reports
Safety occurrence reports can contain valuable information on how incidents occur,
revealing knowledge that can assist safety practitioners. This paper presents and discusses …
revealing knowledge that can assist safety practitioners. This paper presents and discusses …