AviationQA: Extractive Question Answering Dataset from NTSB and ASRS Safety Reports

AviationQA is a domain-specific, extractive Question Answering 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. The dataset was authored by Timilehin674 and last updated on 2025-07-18.

Use Cases

• Train extractive QA models based on aviation incident report text.
• Benchmark safety fact retrieval systems based on structured questions derived from reports.
• Develop tools for automated analysis of NTSB and ASRS report narratives.

Strengths

• Dataset is constructed from authoritative aviation safety sources, specifically NTSB and ASRS reports.
• The dataset was last updated on 2025-07-18, indicating recent maintenance.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for large-scale training.

Provenance

Source

National Transportation Safety Board (NTSB) and Aviation Safety Reporting System (ASRS) reports.

Collection Method

Constructed by applying a structured question generation and answer extraction pipeline.

Freshness

Last updated 2025-07-18 21:59:22