On a self-generated building code QA dataset, Elasticsearch outperforms dense retrievers, and LoRA fine-tuning improves LLM answer quality.
Loose coupling of GIS and BIM data models for automated compliance checking against zoning codes,
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Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes
On a self-generated building code QA dataset, Elasticsearch outperforms dense retrievers, and LoRA fine-tuning improves LLM answer quality.