Original: https://ceur-ws.org/Vol-4208/ | Mirror: https://ceur-ws.wikidata.dbis.rwth-aachen.de/Vol-4208/ | Year: 2026

Vol-4208
urn:nbn:de:0074-4208-x

Copyright © 2026 for the individual papers by the papers' authors. Copyright © 2026 for the volume as a collection by its editors. This volume and its papers are published under https://creativecommons.org/licenses/by/4.0/.

REFSQ 2026

Joint Proceedings of REFSQ-2026 Workshops, Doctoral Symposium, Posters & Tools Track, and Education and Training Track
co-located with REFSQ 2026

Poznań, Poland, March 23-26, 2026.

Edited by

Renata Guizzardi
João Araújo
Isabel Sofia Sousa Brito
Tiago Prince Sales
Jennifer Horkoff
Emilio Insfran
Jose Luis de la Vara
Elda Paja
Gunter Mussbacher
Kurt Schneider
Oliver Karras
Greta Adamo
Jacek Dąbrowski
Fabiano Dalpiaz
Farnaz Fotrousi
Quim Motger
Hannah Deters
Jakob Droste
Anne Hess
Elisa Schmid

Table of Contents

PDF
João Araújo, Renata Guizzardi, Oliver Karras, Greta Adamo
Preface: 9th Workshop on Natural Language Processing for Requirements Engineering (NLP4RE’26) PDF
Jacek Dąbrowski, Fabiano Dalpiaz, Farnaz Fotrousi, Quim Motger
Towards a Software Reference Architecture for Natural Language Processing Tools in Requirements Engineering PDF
Julian Frattini, Quim Motger
From User Stories to Automated Scriptless Testing via Language Models: the AUTOLINK Project PDF
Ashley T. van Can, Fernando Pastor Ricós, Tanja E.J. Vos, Fabiano Dalpiaz
From Reviews to Requirements: Can LLMs Generate Human-Like User Stories? PDF
Shadman Sakib, Oishy Fatema Akhand, Tasnia Tasneem, Shohel Ahmed
From PDFs to Structured and FAIR Knowledge: Organizing NLP4RE ID Cards in the Open Research Knowledge Graph PDF
Amirreza Alasti, Lena John, Oliver Karras
Welcome to the 1st International Workshop on Participatory, User-centered Requirements Engineering (PURE’26) PDF
Jakob Droste, Hannah Deters, Anne Hess, Elisa Schmid
Keynote: Why Large Language Models Appear to be Intelligent and Creative: Because They Generate Bullshit! PDF
Daniel M. Berry
Interactive Session: Prompting for creative requirements from ChatGPT PDF
Andrea Herrmann, Luisa Mich
Do-Be-Feel-Based Motivational Goal Modelling in Design Thinking Education: A Qualitative Case Study PDF
Kaisa Raadik, Kuldar Taveter
User Reviews as a Source for Usability Requirements: A Precursor Study on Using Large Language Models PDF
Cedric Wellhausen, Laura Reinhardt, Kurt Schneider
Opening Requirements Engineering for Transparent, Accessible, and Reusable Research PDF
Oliver Karras, Lena John, Tobias Hey, Katharina Großer
Preface: The 7th International Workshop on Requirements Engineering for Artificial Intelligence (RE4AI’26) PDF
Angelo Susi, Jennifer Horkoff, Anna Perini
Preface: REFSQ 2026 Doctoral Symposium PDF
Gunter Mussbacher, Kurt Schneider
Exploring Requirements and Methods for Designing Sovereign Data Sharing PDF
Julia Pampus
Bidirectional Traceability between Datasets and ODDs: A Formal Approach for ML-Based Safety-Critical Development PDF
Martin Rabe
A Systematic Evaluation Framework for LLM-Generated Software Quality Artifacts PDF
Priscilla de Souza Silva
Trustworthy Requirements Generation for EU AI Act Compliance: A Knowledge Graph Approach PDF
José Siqueira de Cerqueira
LLM-Supported Organizational Learning in IT Service Organizations within Open Innovation: A Requirements-Related Artifact Perspective PDF
Fryderyk Marek Pryjma
Towards Viewpoint-centric Artifact-based Regulatory Requirements Engineering for Compliance by Design PDF
Oleksandr Kosenkov
Preface: REFSQ 2026 Posters and Tools Track PDF
Elda Paja, Jose Luis de la Vara
SuPReA: Modular Agent-Based Generation of Requirements Artifacts Using LLMs PDF
Jacek Dajda, Maria Eckes-Kondak, Krzysztof Wysocki, Jakub Żywiecki, Bartosz Pawłowski
RITA: A Tool for Automated Requirements Classification and Specification from Online User Feedback PDF
Manjeshwar Aniruddh Mallya, Alessio Ferrari, Mohammad Amin Zadenoori, Jacek Dąbrowski
Quality Commits: Explicit Software Quality Management in Commit Messages PDF
Marco Ehl, Amir Shayan Ahmadian, Katharina Großer, Duaa Adel Ali Elsofi, Marc Herrmann, Alexander Specht, Kurt Schneider, Jan Jürjens
TERE4AI: A Knowledge Graph-Based Tool for Generating EU AI Act Compliant Requirements PDF
José Siqueira de Cerqueira, Kai-Kristian Kemell, Muhammad Waseem, Rebekah Rousi, Nannan Xi, Juho Hamari, Pekka Abrahamsson
EmpiRE-Compass: A Neuro-Symbolic Dashboard for Sustainable and Dynamic Knowledge Exploration, Synthesis, and Reuse: Navigating the Knowledge Landscape of Empirical Research in Requirements Engineering PDF
Oliver Karras, Amirreza Alasti, Lena John, Sushant Aggarwal, Yücel Celik
A Lightweight Industry-Oriented Framework for Teaching Requirements Engineering Using Low-Code Platforms and Flipped Classroom Pedagogy PDF
Walter Koch, Amit Kumar Mishra, Dietmar Rafolt, Odo Benda
Improving Students’ Ability to Write Requirements by Teaching Goal Modeling PDF
Shaza Elbishbishy, Jeshwitha Jesus Raja, Jennifer Brings, Marian Daun
RE-Opardy: An Exploratory Study of a Jeopardy-Inspired Activity for Formative Assessment in REE PDF
Anthea Moravánszky
A Quantitative Characterization of Design Thinking Artifacts in Requirements Engineering Education PDF
Takumi Katsuie, Shinpei Ogata, Kozo Okano, Yukako Iimura, Shinobu Saito
Experience Report on the Adaptable Integration of Requirements Engineering Courses into Curricula for Professionals PDF
Oleksandr Kosenkov, Konstantin Blaschke, Tony Gorschek, Michael Unterkalmsteiner, Oleksandr Adamov, Davide Fucci
The Ethos of the PEERfect REVIEWer: Scientific Care and Collegial Welfare: With an Accompanying Guideline for Peer Review with Scientific Rigor and Empathy PDF
Oliver Karras

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