NLP4RE'24 & RE4AI'24 Joint workshop

Monday, April 8th, 2024 - starting at 9:00

Session 1 (09:00-10:35)

09:00-09:05 Introduction

09:05-10:05 Keynote – Prompting the Future: Integrating Decoder-Only LLMs and Requirements Engineering

Andreas Vogelsang

10:05-10:35 T-FREX: A Transformer-based Feature Extraction Method from Mobile App Reviews 

Quim Motger, Alessio Miaschi, Felice Dell'Orletta, Xavier Franch and Jordi Marco

10:35-11:00 Break

Session 2 (11:00-12:30)

11:00-11:30 Automated Requirements Demarcation using Large Language Models: An Empirical Study

Kaishuo Wang, Feier Zhang and Mehrdad Sabetzadeh

11:30-12:00 Which AI Technique Is Better to Classify Requirements? An Experiment with SVM, LSTM, and ChatGPT

Abdelkarim El-Hajjami, Nicolas Fafin and Camille Salinesi

12:40-12:30 Requirements Classification for Smart Allocation: A Case Study in the Railway Industry 

Sarmad Bashir, Muhammad Abbas and Mehrdad Saadatmand

12:30-14:00 Lunch

Session 3 - RE4AI (14:00-15:30)

14:00-14:30 Documentation of non-functional requirements for systems with machine learning components

Elma Bajraktari, Thomas Krause and Christian Kücherer

14:30-15:00 Peeking Outside the Black-Box: AI Explainability Requirements beyond Interpretability 

Jakob Droste, Hannah Deters, Ronja Fuchs and Kurt Schneider

15:00-15:30 RE4AI Panel by Workshop Participants

15:30-16:00 Break

Session 4 (16:00-17:30)

16:00-16:30 Leveraging Knowledge Graphs for Goal Model Generation

Shahin Abdoul Soukour, William Aboucaya and Nikolaos Georgantas

16:30-17:00 Automating Data Flow Diagram Generation from User Stories Using Large Language Models

Guntur Budi Herwanto

17:00-17:30 Wrap-up and take away messages by Workshop Participants