3 papers
cs.CL2026
DIETA: A Decoder-only transformer-based model for Italian-English machine TrAnslation
Pranav Kasela, Marco Braga, Alessandro Ghiotto +3
In this paper, we present DIETA, a small, decoder-only Transformer model with 0.5 billion parameters, specifically designed and trained for Italian-English machine translation. We…
cs.CL2025
The Promise of Large Language Models in Digital Health: Evidence from Sentiment Analysis in Online Health Communities
Xiancheng Li, Georgios D. Karampatakis, Helen E. Wood +7
Digital health analytics face critical challenges nowadays. The sophisticated analysis of patient-generated health content, which contains complex emotional and medical contexts, r…
cs.CL2025
Reasoning Capabilities and Invariability of Large Language Models
Alessandro Raganato, Rafael Peñaloza, Marco Viviani +1
Large Language Models (LLMs) have shown remarkable capabilities in manipulating natural language across multiple applications, but their ability to handle simple reasoning tasks is…