Research graph
References from Case-knowledge-guided construction-phase safety appraisal report generation for hydraulic and hydropower projects using large language models. Local targets link to admitted publications; unresolved targets remain external evidence.
A rule-based semantic approach for automated regulatory compliance in the construction sector
10.1016/j.eswa.2015.02.029 · 2015 · External reference
Engineering material failure analysis report generation based on QWen and Llama2
10.1016/j.rineng.2025.104532 · 2025 · External reference
M3-Embedding: Multi-linguality, multi-functionality, multi-granularity text embeddings through self-knowledge distillation
2024 · External reference
A BIM-based web service framework for green building energy simulation and code checking
2014 · External reference
Automatic rule-based checking of building designs
10.1016/j.autcon.2009.07.002 · 2009 · External reference
Quality and safety appraisal method and evaluation of hecaocun rubber dam
2022 · External reference
Prompting large language models with knowledge graphs for question answering involving long-tail facts
10.1016/j.knosys.2025.113648 · 2025 · External reference
Building regulation question-answering system using retrieval-augmented generation with dual-stage fine-tuned large language model
10.1016/j.aei.2025.104089 · 2026 · External reference
BIM-based automatic compliance checking
2020 · External reference
Unresolved reference
External reference
Llama2Vec: unsupervised adaptation of large language models for dense retrieval
2024 · External reference
A graph-guided LLM prompting for supply-demand reasoning in substation flood prevention
10.1016/j.knosys.2025.115004 · 2026 · External reference
Sustainable hydropower in the 21st century
10.1073/pnas.1809426115 · 2018 · External reference
Unresolved reference
External reference
A performance benchmark over semantic rule checking approaches in construction industry
10.1016/j.aei.2017.05.001 · 2017 · External reference
Multi-LLM-based augmentation and synthetic data generation of construction schedules and task descriptions with SLM-as-a-judge assessment
10.1016/j.aei.2025.103825 · 2026 · External reference
Classification of rules for automated BIM rule checking development
10.1016/j.autcon.2015.03.003 · 2015 · External reference
An integrated approach for automatic safety inspection in construction: domain knowledge with multimodal large language model
10.1016/j.aei.2025.103246 · 2025 · External reference
Graph-driven embedding reinforcement and traceable LLM agent for reliable element alignment in construction report generation
10.1016/j.autcon.2026.106816 · 2026 · External reference
Unresolved reference
External reference
A knowledge graph-enhanced large language model for question answering of hydraulic structure safety management
10.1016/j.aei.2025.103468 · 2025 · External reference
Bridging dual knowledge graphs for multi-hop question answering in construction safety
10.1016/j.autcon.2026.106794 · 2026 · External reference
Unpacking ambiguity in building requirements to support automated compliance checking
2023 · External reference
A knowledge graph-driven generation framework for perceptual decomposition and serial logical reasoning with large language models
10.1016/j.engappai.2026.114212 · 2026 · External reference
Translating regulatory clauses into executable codes for building design checking via large language model driven function matching and composing
10.1016/j.engappai.2025.112823 · 2026 · External reference
Lessons learned on adopting automated compliance checking in the AEC industry: a global study
2023 · External reference
A performance benchmark over semantic rule checking approaches in construction industry
10.1016/j.aei.2017.05.001 · ExternalCitation · doi-reference
An integrated approach for automatic safety inspection in construction: domain knowledge with multimodal large language model
10.1016/j.aei.2025.103246 · ExternalCitation · doi-reference
A knowledge graph-enhanced large language model for question answering of hydraulic structure safety management
10.1016/j.aei.2025.103468 · ExternalCitation · doi-reference
Multi-LLM-based augmentation and synthetic data generation of construction schedules and task descriptions with SLM-as-a-judge assessment
10.1016/j.aei.2025.103825 · ExternalCitation · doi-reference
Building regulation question-answering system using retrieval-augmented generation with dual-stage fine-tuned large language model
10.1016/j.aei.2025.104089 · ExternalCitation · doi-reference
Automatic rule-based checking of building designs
10.1016/j.autcon.2009.07.002 · ExternalCitation · doi-reference
Classification of rules for automated BIM rule checking development
10.1016/j.autcon.2015.03.003 · ExternalCitation · doi-reference
Bridging dual knowledge graphs for multi-hop question answering in construction safety
10.1016/j.autcon.2026.106794 · ExternalCitation · doi-reference
Graph-driven embedding reinforcement and traceable LLM agent for reliable element alignment in construction report generation
10.1016/j.autcon.2026.106816 · ExternalCitation · doi-reference
Translating regulatory clauses into executable codes for building design checking via large language model driven function matching and composing
10.1016/j.engappai.2025.112823 · ExternalCitation · doi-reference
A knowledge graph-driven generation framework for perceptual decomposition and serial logical reasoning with large language models
10.1016/j.engappai.2026.114212 · ExternalCitation · doi-reference
A rule-based semantic approach for automated regulatory compliance in the construction sector
10.1016/j.eswa.2015.02.029 · ExternalCitation · doi-reference
Prompting large language models with knowledge graphs for question answering involving long-tail facts
10.1016/j.knosys.2025.113648 · ExternalCitation · doi-reference
A graph-guided LLM prompting for supply-demand reasoning in substation flood prevention
10.1016/j.knosys.2025.115004 · ExternalCitation · doi-reference
Engineering material failure analysis report generation based on QWen and Llama2
10.1016/j.rineng.2025.104532 · ExternalCitation · doi-reference
Sustainable hydropower in the 21st century
10.1073/pnas.1809426115 · ExternalCitation · doi-reference
