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.
Communications of the ACM55(4), 77–84 (2012)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
method 1
citation-polarity summary
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1roles
method 1polarities
use method 1representative citing papers
citing papers explorer
-
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.