aviation
Datasets
All datasets matching “aviation”AviationQAAviationQA is introduced in the paper titled- There is No Big Brother or Small Brother: Knowledge Infusion in Language Models for Link Prediction and Question Answering
https://aclanthology.org/2022.icon-main.26/
The paper is accepted in the main conference of ICON 2022.
We create a synthetic dataset, AviationQA, a set of 1 million factoid QA pairs from 12,000 National Transportation Safety Board (NTSB) reports using templates. These QA pairs contain questions such that answers to them are… See the full description on the dataset page: https://huggingface.co/datasets/sakharamg/AviationQA.Aviation_QA
✈️ Aviation Safety QA Dataset for Extracting Knowledge From Incident Reports
AviationQA is a domain-specific, extractive Question Answering (QA) dataset built to support safety fact retrieval from aviation incident reports. It was constructed by applying a structured question generation and answer extraction pipeline on National Transportation Safety Board (NTSB) and Aviation Safety Reporting System (ASRS) reports. This dataset aligns with the FAA's Integrated Safety Assessment… See the full description on the dataset page: https://huggingface.co/datasets/Timilehin674/Aviation_QA.asrs-aviation-reports
Dataset Card for ASRS Aviation Incident Reports
Dataset Summary
This dataset collects 47,723 aviation incident reports published in the Aviation Safety Reporting System (ASRS) database maintained by NASA.
Supported Tasks and Leaderboards
'summarization': Dataset can be used to train a model for abstractive and extractive summarization. The model performance is measured by how high the output summary's ROUGE score for a given narrative account of an aviation… See the full description on the dataset page: https://huggingface.co/datasets/elihoole/asrs-aviation-reports.AviationLLMaviation-safety-occurrences
Aviation Safety Occurrences (1902–2026)
223,623 aircraft accident and incident records, consolidated from 124 official
accident-investigation authorities into one table with a shared schema.
Every row links back to the investigating authority's own report through
report_url. Nothing here is a summary of a summary: the point of the dataset is
that the records national bodies publish in 124 different formats, with 124
different field names and 124 different search forms, become… See the full description on the dataset page: https://huggingface.co/datasets/himaxym/aviation-safety-occurrences.AviationCorpus