On a self-generated building code QA dataset, Elasticsearch outperforms dense retrievers, and LoRA fine-tuning improves LLM answer quality.
AN IMPACT ANALYSIS OF CONSTRUCTION SECTOR ON ECONOMIC GROWTH AND HOUSELOLD INCOME IN SOUTH AFRICA
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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.