Berti, Leonardo

1. TLOB: A Novel Transformer Model with Dual Attention for Price Trend Prediction with Limit Order Book Data
   2025/02/12 by Leonardo Berti, Gjergji Kasneci, Berti, Leonardo +1 · 3 voices · 1 citation
   #q-fin.ST #cs.AI #cs.LG #q-fin.TR
2. Emergent Abilities in Large Language Models: A Survey
   2025/02/28 by Berti, Leonardo, Giorgi, Flavio, Kasneci, Gjergji · 15 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study
   2023/07/05 by Prata, Matteo, Masi, Giuseppe, Berti, Leonardo +6 · 2 citations
   #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Trading and Market Microstructure (q-fin.TR)
4. TRADES: Generating Realistic Market Simulations with Diffusion Models
   2025/01/31 by Leonardo Berti, Berti, Leonardo, Bardh Prenkaj +3 · 3 citations
   Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Financial Markets and Investment Strategies #Innovation Diffusion and Forecasting #Machine Learning (cs.LG) #Trading and Market Microstructure (q-fin.TR)