3 papers
cs.CE2026
Large Language Models, Encoder Architectures and Hybrid Approaches for Patent Classification
Lorenzo Emer, Marco Lippi, Andrea Mina +1
Automated patent classification is essential for organizing technological knowledge and constructing indicators of technological change, specialization, and leadership. To identify…
econ.GN2026
The hidden structure of innovation networks
Lorenzo Emer, Anna Gallo, Mattia Marzi +3
Innovation emerges from complex collaboration patterns - among inventors, firms, or institutions. However, not much is known about the overall mesoscopic structure around which inv…
econ.GN2025
The anatomy of Green AI technologies: structure, evolution, and impact
Lorenzo Emer, Andrea Mina, Andrea Vandin
Artificial intelligence (AI) is a key enabler of innovation against climate change. In this study, we investigate the intersection of AI and climate adaptation and mitigation techn…