Papers with automated taxonomy generation
FoodTaxo: Generating Food Taxonomies with Large Language Models (2025.acl-industry)
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| Challenge: | a recent study shows that LLMs are useful for automating taxonomies from a seed taxonomy to a set of known concepts. |
| Approach: | They propose to use Large Language Models for automated taxonomy generation and completion. |
| Outcome: | The proposed approach is based on an open-source LLM (Llama-3). |