47,723 aviation incident reports sourced from NASA's Aviation Safety Reporting System (ASRS) database. Each entry pairs a detailed narrative account of a safety event with a corresponding summary suitable for text generation tasks.
Use Cases
- Train abstractive summarization models using the narrative account and summary columns
- Benchmark extractive summarization algorithms against the provided summary text
- Perform domain-specific natural language processing on technical aviation safety terminology found in the narratives
Strengths
- 47,723 unique aviation incident reports from the NASA ASRS database
- Includes narrative accounts paired with human-written summaries
- Supports ROUGE score evaluation for abstractive and extractive summarization tasks