# Automated knowledge extraction from marine accident reports using large language models: Graph construction and evaluation

Article · Yujie Huang, Ran Yan, Zhipeng Zhang

- Archive id: doi:10.1016/j.ocecoaman.2025.108015
- Published: 2025-11-25
- Venue: Ocean & Coastal Management
- DOI: https://doi.org/10.1016/j.ocecoaman.2025.108015
- Citations: 23
- Source URL: https://doi.org/10.1016/j.ocecoaman.2025.108015
- Provenance: openalex

_Abstract not reproduced: its license does not permit redistribution. See the source URL._

Topics: [Reasoning Models & Test-Time Compute](https://space-kitty.com/topics/reasoning-models)

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