Advanced digital data-driven applications have evolved and significantly impacted the
transportation sector in recent years. This systematic review examines natural language …

The number of Language Models (LMs) dedicated to processing scientific text is on the rise.
Keeping pace with the rapid growth of scientific LMs (SciLMs) has become a daunting task …

View Video Presentation: https://doi. org/10.2514/6.2023-3438. vid The advent of
transformer-based models pre-trained on large-scale text corpora has revolutionized Natural …

View Video Presentation: https://doi. org/10.2514/6.2023-3611. vid A type certificate is a
design approval issued by the FAA when the applicant demonstrates that an aircraft design …

Large Language Models (LLMs), based on their highly developed ability to comprehend and
generate human-like text, promise to revolutionize all aspects of society. These LLMs …

This research investigates the use of large language models and machine learning
techniques to identify the primary triggers for air traffic flow management regulations. The …

This paper introduces a new IncidentAI dataset for safety prevention. Different from prior
corpora that usually contain a single task, our dataset comprises three tasks: named entity …

In late 2022, OpenAI launched ChatGPT and quickly came into the spotlight based on the
development of large language modeling technology. ChatGPT is regarded as a new …

Aircraft accidents have significant implications for safety. Estimating fatalities is crucial for
analysis and policy-making. As of April 2024, there have been 33 incidents with over 200 …

This study outlines the expansion and applications of Aviation Knowledge Graph (Aviation-
KG), available openly, with a focus on aviation safety. Using Deep Learning (DL) Natural …