#large language models
Sep 2026
Enhancing Construction Requirements Documents Analytics through Integrating Ontology and Large Language Model
The results demonstrate the feasibility of the proposed framework for producing consistent sentence-level semantic extraction from quality-related construction requirement text and demonstrate how ontology-guided fine-tuning can provide explicit semantic grounding for LLM-based information extraction.
Lian-Nian Wang, Jeongbin Hwang, Kevin Han et al.
· Journal of Management in Eng... · 0 citations