Giovanni Paolini

1. The Information Complexity of Learning Tasks, their Structure and their\n Distance
   2019/04/05 by Alessandro Achille, Achille, Alessandro, Giovanni Paolini +5 · 3 citations
   Computer Science · #Computability, Logic, AI Algorithms #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Neural Networks and Applications
2. Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models
   2024/12/04 by Alex Havrilla, Andrew M. Dai, Havrilla, Alex +36 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. Fewer Truncations Improve Language Modeling
   2024/04/16 by Hantian Ding, Zijian Wang, Ding, Hantian +11 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
4. General Purpose Verification for Chain of Thought Prompting
   2024/04/30 by Robert Vacareanu, Vacareanu, Robert, Anurag Pratik +15 · 4 citations
   Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Cognitive Computing and Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health Research Topics