DOE OSTI · code-153837
Prompt-Based Development of Domain-Specific Taxonomies
Abstract
Framework for interacting with prompt-based LLMs (Large Language Models such as, but not limited to, ChatGPT) in order to develop domain specific taxonomies. The software itself is a series of prompts designed to extract hierarchical taxonomy categories from an LLM, as well as guidelines for how to fine-tune LLMs in order to provide better domain-specific taxonomic categories.
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Grundy, Jon [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)], Cosbey, Robin [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)], Dowson, Scott [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)], Anderson, Hunter [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)], Wenskovitch, John [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]. 2025-04-14. Prompt-Based Development of Domain-Specific Taxonomies. https://doi.org/10.11578/dc.20250414.2
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