4 citations · 6 across the 5 of their papers we have counts for
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cs.LG2025★ 4 cited
Emergent Abilities in Large Language Models: A Survey
Leonardo Berti, Flavio Giorgi, Gjergji Kasneci
Large Language Models (LLMs) are leading a new technological revolution as one of the most promising research streams toward artificial general intelligence. The scaling of these m…
q-fin.ST2025
TLOB: A Novel Transformer Model with Dual Attention for Price Trend Prediction with Limit Order Book Data
Leonardo Berti, Gjergji Kasneci
Price Trend Prediction (PTP) based on Limit Order Book (LOB) data is a fundamental challenge in financial markets. Despite advances in deep learning, existing models fail to genera…
q-fin.TR2025★ 1 cited
TRADES: Generating Realistic Market Simulations with Diffusion Models
Leonardo Berti, Bardh Prenkaj, Paola Velardi
Financial markets are complex systems characterized by high statistical noise, nonlinearity, volatility, and constant evolution. Thus, modeling them is extremely hard. Here, we add…