Camposampiero, Giacomo

1. Limits of Transformer Language Models on Learning to Compose Algorithms
   2024/02/08 by Thomm, Jonathan, Camposampiero, Giacomo, Terzic, Aleksandar +3 · 4 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Towards Learning to Reason: Comparing LLMs with Neuro-Symbolic on Arithmetic Relations in Abstract Reasoning
   2024/12/07 by Michael Hersche, Hersche, Michael, Giacomo Camposampiero +7 · 1 voice · 2 citations
   Computer Science · #AI-based Problem Solving and Planning #Intelligent Tutoring Systems and Adaptive Learning #cs.AI #cs.LG #cs.SC
3. Abstract Visual Reasoning Enabled by Language
   2023/03/07 by Giacomo Camposampiero, Loic Houmard, Camposampiero, Giacomo +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
4. On the Expressiveness and Length Generalization of Selective State-Space Models on Regular Languages
   2024/12/26 by Aleksandar Terzić, Terzić, Aleksandar, Michael Hersche +9 · 3 citations
   Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #DNA and Biological Computing #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Towards Learning Abductive Reasoning using VSA Distributed Representations
   2024/06/27 by Giacomo Camposampiero, Camposampiero, Giacomo, Michael Hersche +9 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Symbolic Computation (cs.SC) #Topic Modeling