TLDRThis work develops and employs structured, tag-based schemes to better elicit underlying implicit intents to write or cite and demonstrates that these extracted intents enhance both zero-shot generation capabilities in LLMs and enable the creation of high-quality synthetic data for fine-tuning smaller models. Expand