Cappelli, Alessandro

1. The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only
   2023/06/01 by Guilherme Penedo, Quentin Malartic, Penedo, Guilherme +16 · 2 voices · 90 citations
   Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
2. The Falcon Series of Open Language Models
   2023/11/28 by Ebtesam Almazrouei, Almazrouei, Ebtesam, Hamza Alobeidli +23 · 114 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
3. Scaling Laws Beyond Backpropagation
   2022/10/26 by Matthew J. Filipovich, Alessandro Cappelli, Filipovich, Matthew J. +5 · 2 citations
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
4. LightOn Optical Processing Unit: Scaling-up AI and HPC with a Non von Neumann co-processor
   2021/07/25 by Brossollet, Charles, Cappelli, Alessandro, Carron, Igor +14 · 1 citation
   #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
5. PAGnol: An Extra-Large French Generative Model
   2021/10/16 by Launay, Julien, Tommasone, Elena, Pannier, Baptiste +5 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. Streamlined optical training of large-scale modern deep learning architectures with direct feedback alignment
   2024/09/01 by Ziao Wang, Wang, Ziao, Kilian Müller +27 · 2 citations
   Computer Science · #Applied Physics (physics.app-ph) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optics (physics.optics)