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Empirical Software Engineering, Volume 32
Volume 32, Number 1, February 2027
- Vincenzo De Martino

, Silverio Martínez-Fernández
, Fabio Palomba
:
Green architectural tactics in ML-enabled systems: an LLM-based repository mining study. 1 - Finlay Macklon

, Cedric Boucher
, Cor-Paul Bezemer
:
Exploring the capabilities of vision-language models to detect visual bugs in HTML5 canvas applications. 2 - Weixing Zhang

, Bowen Jiang, Yuhong Fu, Haowei Cheng, Maximilian Hummel, Vincenzo Scotti, Nathan Hagel, Jialong Li, Georg Grossmann, Markus Stumptner, Regina Hebig, Daniel Strüber, Anne Koziolek:
Large language models in model-driven engineering: a systematic mapping study. 3 - Yuan Feng

, Ranindya Paramitha
, Carlos E. Budde
, Fabio Massacci
:
A methodology to perform cross-ecosystems case-control security studies. 4 - Moataz Chouchen

, Ali Ouni, Gopi Krishnan Rajbahadur, Ahmed E. Hassan:
Less is more: balancing models performance and complexity for software defects prediction. 5 - Matthew Minish, Matthias Galster

, Fabian Gilson
:
Identifying Quality Indicators in Student Self-Reflections in Software Engineering. 6 - Oussama Ben Sghaier

, Martin Weyssow
, Houari A. Sahraoui
:
Balancing usefulness and naturalness: an LLM-based curation pipeline for code review comments. 7 - Yinghua Li, Xueqi Dang

, Wendkûuni C. Ouédraogo, Jacques Klein, Tegawendé F. Bissyandé:
Test input prioritization for image segmentation: an empirical study. 8 - Antonio Vitale, Emanuela Guglielmi, Valentina Piantadosi, Antonio Mastropaolo, Gabriele Bavota, Rocco Oliveto, Simone Scalabrino:

Revisiting code readability improvement with LLMs: A critical assessment of fine-tuned models. 9 - Stefan Klikovits

, Vincenzo Riccio
, Ezequiel Castellano
, Ahmet Cetinkaya
, Alessio Gambi
, Paolo Arcaini
:
Does road diversity really matter in testing automated driving systems? 10 - Yonnel Chen Kuang Piao, Jean Carlors Paul, Léuson M. P. da Silva

, Arghavan Moradi Dakhel, Mohammad Hamdaqa, Foutse Khomh:
Refactoring with LLMs: Bridging human expertise and machine understanding. 11 - Parham Khamsepour, Mark Cole, Ish Ashraf, DaYuan Tan, Sandeep Puri, Mehrdad Sabetzadeh

, Shiva Nejati
:
The impact of critique on LLM-based model generation from natural language: the case of activity diagrams. 12 - Alex Deaconu, Anubhav Gupta

, Manaal Basha, Nicholas Haydu, Gema Rodríguez-Pérez
:
Do influence tactics matter? investigating prompt framing effects in LLM code generation. 13

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