ifc-neural-parser

Semantic parsing of native IFC data with custom-trained deep neural networks

To learn more and follow updates, visit the project page.

HuggingFace Checkpoints

The trained models are accessible through the transformers:

• BERT-based checkpoint: mehrzad-shahin/aec-ner-bert-base (Link)
• DistilBERT checkpoint: mehrzad-shahin/aec-ner-bert-base (Link)

Relevant Publications

• Shahinmoghadam, M., Kahou, S. E., & Motamedi, A. (2024). Neural semantic tagging for natural language-based search in building information models: Implications for practice. Computers in Industry. (Link)