Concept-Guided Prompting Strategies Increase Diversity in LLM-Generated Recipe Populations
Novelty in solution generation supports automated discovery, but LLM outputs can remain repetitive. To address this, we propose a simple concept-guided prompting method that generates thematic concepts before responses within each of these concepts. To demonstrate, we generated 1,000 recipes for a recipe book task and compared the results against a human-authored corpus. Two naive prompting…
We haven't written up this one. arXiv cs.AI has the full story — the link below goes straight to it.
