Franch, Xavier
- Analyzing the Evolution and Maintenance of ML Models on Hugging Face
2023/11/22 by Castaño, Joel, Martínez-Fernández, Silverio, Franch, Xavier +1 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Leveraging Encoder-only Large Language Models for Mobile App Review Feature Extraction
2024/08/02 by Motger, Quim, Miaschi, Alessio, Dell'Orletta, Felice +2 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Which Design Decisions in AI-enabled Mobile Applications Contribute to Greener AI?
2021/09/28 by Castanyer, Roger Creus, Martínez-Fernández, Silverio, Franch, Xavier · 1 citation
#Artificial Intelligence (cs.AI) #D.2 #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Estimating Deep Learning energy consumption based on model architecture and training environment
2023/07/07 by del Rey, Santiago, Cruz, Luís, Franch, Xavier +1 · 1 citation
#Computers and Society (cs.CY) #D.2 #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Towards green AI-based software systems: an architecture-centric approach (GAISSA)
2023/07/19 by Silverio Martínez‐Fernández, Martínez-Fernández, Silverio, Xavier Franch +3 · 1 citation
Engineering · Business, Management and Accounting · #Green IT and Sustainability #Big Data and Business Intelligence
- Replication in Requirements Engineering: the NLP for RE Case
2023/04/20 by Sallam Abualhaija, F. BaŞAk Aydemir, Abualhaija, Sallam +11 · 1 citation
Computer Science · #Software Engineering Techniques and Practices #Software Engineering Research #Software System Performance and Reliability
- A Framework for Using LLMs for Repository Mining Studies in Empirical Software Engineering
2024/11/15 by Vincenzo De Martino, Joel Castaño, de Martino, Vincenzo +7 · 2 citations
Computer Science · #Data Mining Algorithms and Applications #Software Engineering Research #Semantic Web and Ontologies
- The More the Merrier? Navigating Accuracy vs. Energy Efficiency Design Trade-Offs in Ensemble Learning Systems
2024/07/03 by Rafiullah Omar, Omar, Rafiullah, Justus Bogner +9 · 1 citation
Computer Science · #Neural Networks and Applications
- Impact of ML Optimization Tactics on Greener Pre-Trained ML Models
2024/09/19 by Alexandra González Álvarez, Joel Castaño, Álvarez, Alexandra González +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Software Engineering (cs.SE)
- Multi-Agent Debate Strategies to Enhance Requirements Engineering with Large Language Models
2025/07/08 by Marc Oriol, Oriol, Marc, Quim Motger +5 · 1 citation
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Multi-Agent Systems and Negotiation
- Dissecting the SWE-Bench Leaderboards: Profiling Submitters and Architectures of LLM- and Agent-Based Repair Systems
2025/06/20 by Martinez, Matias, Franch, Xavier · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Addressing Quality Challenges in Deep Learning: The Role of MLOps and Domain Knowledge
2025/01/14 by del Rey, Santiago, Medina, Adrià, Franch, Xavier +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)