Is That Really You? Understanding Persona Adoption in LLM-based Requirements Engineering
This program is tentative and subject to change.
Agentic systems based on large language models (LLMs) are increasingly integrated into requirements engineering (RE) workflows. Among approaches to improve contextual alignment and domain specificity, the persona pattern, where LLMs emulate stakeholders or domain roles, is widely used. However, guidance on designing prompt and context engineering strategies for effective persona adoption is limited, and empirical evidence on whether LLMs truly follow these personas remains scarce. We present a research preview aimed at guiding the adoption and evaluation of persona patterns in LLM-supported RE tasks. Our roadmap includes three steps. First, we conduct a literature review on persona formalization in RE to derive a taxonomy of persona characteristics. Second, we design prompt engineering guidelines to translate these persona models into structured system prompts for LLM-based systems. Third, we evaluate whether LLM outputs reflect the intended persona characteristics within specific LLM-based RE tasks. Preliminary results from an initial iteration include (i) a first version of the persona modelling taxonomy, (ii) a prompt engineering approach grounded in related work, and (iii) an illustrative example demonstrating the effects of applying the persona pattern in dataset annotation. Early findings suggest that commonly used prompting techniques may not reliably induce the intended persona behaviour, motivating more systematic design and evaluation practices.
This program is tentative and subject to change.
Thu 20 AugDisplayed time zone: Eastern Time (US & Canada) change
15:45 - 17:15 | |||
15:45 30mTalk | Classification of quality characteristics in online user feedback using linguistic analysis, crowdsourcing and LLMs Journal-First Eduard C. Groen Fraunhofer IESE, Fabiano Dalpiaz Utrecht University, Martijn van Vliet Utrecht University, Boris Winter Utrecht University, Joerg Doerr Fraunhofer IESE and RPTU Kaiserslautern-Landau, Sjaak Brinkkemper Utrecht University | ||
16:15 30mTalk | Cognitive Implications of Using GenAI in Design Thinking: Insights From Educational Case Studies Journal-First Naomi Unkelos-Shpigel Braude College of Engineering, Meira Levy Shenkar College of Engineering, Design and Art, Sofia Sherman The Academic College Tel Aviv Yaffo, Irit Hadar University of Haifa | ||
16:45 30mTalk | Is That Really You? Understanding Persona Adoption in LLM-based Requirements Engineering RE@Next! Papers Pau Morente Universitat Politècnica de Catalunya, Quim Motger Universitat Politècnica de Catalunya, Marc Oriol Universitat Politècnica de Catalunya | ||