NLP models trained on German accident reports outperform tabular-only models for accident classification, and LLM analysis suggests many fallback 'other' labels are parking accidents.
Accident Analysis & Prevention 191, 107217 (2023)
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Enhancing Traffic Accident Classifications: Application of NLP Methods for City Safety
NLP models trained on German accident reports outperform tabular-only models for accident classification, and LLM analysis suggests many fallback 'other' labels are parking accidents.