Andrea Santilli
- Language Models are Injective and Hence Invertible
2025/10/17 by Giorgos Nikolaou, Nikolaou, Giorgos, Tommaso Mencattini +9 · 43 voices · 5 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.LG
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 163 citations
#cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
- Multitask Prompted Training Enables Zero-Shot Task Generalization
2021/10/15 by Victor Sanh, Sanh, Victor, Albert Webson +79 · 84 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
2022/02/02 by Stephen H. Bach, Bach, Stephen H., Victor Sanh +51 · 17 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- Latent Autoregressive Source Separation
2023/01/09 by Emilian Postolache, Postolache, Emilian, Giorgio Mariani +9 · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- MERGE3: Efficient Evolutionary Merging on Consumer-grade GPUs
2025/02/09 by Tommaso Mencattini, Adrian Robert Minut, Mencattini, Tommaso +7 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Recommender Systems and Techniques
- Multimodal Neural Databases
2023/05/02 by Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà +2 · 1 voice
Computer Science · #cs.MM #cs.CL #cs.CV #cs.DB #cs.IR