LERCause: Deep learning approaches for causal sentence identification from nuclear safety reports

Keyphrases

• Deep Learning 100%
• Nuclear Safety 100%
• Safety Report 100%
• Sentence Identification 100%
• Causal Sentences 100%
• Labeled Data 33%
• F1 Score 33%
• BioBERT 33%
• Evaluation Metrics 16%
• Labeling Method 16%
• Logistic Regression 16%
• Extraction Methods 16%
• Recall Score 16%
• 10-fold Cross Validation 16%
• Accuracy Measure 16%
• Machine Learning Techniques 16%
• Support Vector Machine 16%
• Precision Accuracy 16%
• Heuristic Strategy 16%
• Safety Applications 16%
• Convolutional Neural Network 16%
• Sentence Classification 16%
• Coding Framework 16%
• Sentence Extraction 16%
• Precision Score 16%
• Safety Domain 16%
• Precision-recall 16%
• Gradient Boosting 16%
• Licensee Event Report 16%
• BERT Model 16%
• Metric Accuracy 16%
• Nuclear Safety Research 16%
• SciBERT 16%
• Keyword-driven 16%
• Textual Data 16%
• Automated Techniques 16%
• Incident Report 16%
• Nuclear Incident 16%

Immunology and Microbiology

• Heuristics 100%
• Support Vector Machine 100%

Biochemistry, Genetics and Molecular Biology

• Support Vector Machine 100%
• Heuristics 100%