Explainable Language Models for the Identification of Factors Influencing Crash Severity Levels in Imbalanced Datasets

Keyphrases

• Severity Level 100%
• Language Model 100%
• Bi-LSTM Model 20%
• Accuracy Score 20%
• Balanced Dataset 20%
• BERT Model 20%
• Target Domain 20%
• Transfer Learning Model 20%
• Explainability 20%
• Classification Problem 20%
• Underutilization 20%
• Explainable Models 20%

Engineering

• Severity Level 100%
• Natural Language Processing 50%
• Transfer Learning 50%
• Lstm 50%
• Classification Problem 50%
• Conventional Technique 50%

Computer Science

• Classification Problem 33%
• Lstm 33%