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roccoangelella
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AeroGraph

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Token Classification

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roccoangelella

Credit NTSB CAROL as data source

0cc0861 verified 26 days ago

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metadata

license: mit
task_categories:
  - token-classification
tags:
  - ner
  - relation-extraction
  - aviation
size_categories:
  - 1K<10K

AeroGraph

Named Entity Recognition + Relation Extraction dataset built from NTSB aviation accident narratives.

Each record contains id, text, entities, relations, and meta (review statistics for that record).

Status: work in progress. The dataset is currently being reviewed, and new examples are added on a daily basis.

Source

The narrative text field is the "Analysis" section of NTSB (National Transportation Safety Board) Aviation Investigation Final Reports, drawn from the NTSB's public CAROL (Case Analysis and Reporting Online) database. Original NTSB accident case numbers (e.g. ERA23LA165, WPR23LA236) are preserved in the source text. Entity/relation annotations are original work produced for this project.