jfernsler/ASRS_distilbert-base-uncased

Model Card for Model ID

Finetuned distilbert for classifying ASRS data.

Model Details

Model Description

This is a distilbert-base-uncased fine tuned to classify Aviation Safety Reporting System (ASRS) into 15 different categories. The categories are unlabeled an are based on clustering ASRS anomaly reports. More work would need to be done to add context to the clusters.

• Developed by: Jeremy Fernsler
• Model type: distilbert classifier
• Language(s) (NLP): English
• Finetuned from model [optional]: distilbert-base-uncased

Model Sources

• Repository: https://github.com/jfernsler/ASRS_Classifier

Uses

Classifying Aviation Safety Reporting System narratives into easily identifiable classes.

How to Get Started with the Model

Get some ASRS narratives and see where they land!