# From Specifications to Prompts: On the Future of Generative LLMs in Requirements Engineering

arXiv: https://arxiv.org/abs/2408.09127 · HTML: https://mlsanity.com/paper/2408.09127/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 17 Aug 2024.

## Built on by (most cited first, 1 of 1)

- [The Impact of Foundational Models on Patient-Centric e-Health Systems](https://mlsanity.com/paper/2507.21882/) (2025)

## Abstract (arXiv)

Generative LLMs, such as GPT, have the potential to revolutionize Requirements Engineering (RE) by automating tasks in new ways. This column explores the novelties and introduces the importance of precise prompts for effective interactions. Human evaluation and prompt engineering are essential in leveraging LLM capabilities.