Russo, Alessandra

1. The ILASP system for Inductive Learning of Answer Set Programs
   2020/05/02 by Law, Mark, Russo, Alessandra, Broda, Krysia · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. FF-NSL: Feed-Forward Neural-Symbolic Learner
   2021/06/24 by Daniel Cunnington, Cunnington, Daniel, Mark E. Law +5 · 4 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
3. Automatic Concept Extraction for Concept Bottleneck-based Video Classification
   2022/06/21 by Jeya Vikranth Jeyakumar, Jeyakumar, Jeya Vikranth, Luke Dickens +16 · 4 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
4. Inductive Learning of Answer Set Programs from Noisy Examples
   2018/08/25 by Mark Law, Law, Mark, Alessandra Russo +3 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation #Topic Modeling
5. Induction of Subgoal Automata for Reinforcement Learning
   2019/11/29 by Furelos-Blanco, Daniel, Law, Mark, Russo, Alessandra +2 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. The Role of Foundation Models in Neuro-Symbolic Learning and Reasoning
   2024/02/02 by Daniel Cunnington, Cunnington, Daniel, Mark Law +5 · 4 citations
   Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neuroscience, Education and Cognitive Function
7. pix2rule: End-to-end Neuro-symbolic Rule Learning
   2021/06/14 by Nuri Cingillioglu, Alessandra Russo, Cingillioglu, Nuri +1 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Topic Modeling
8. Transformers Use Causal World Models in Maze-Solving Tasks
   2024/12/16 by Alex F. Spies, Spies, Alex F., William Edwards +13 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG)
9. Neuro-Symbolic Learning of Answer Set Programs from Raw Data
   2022/05/25 by Daniel Cunnington, Mark E. Law, Cunnington, Daniel +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
10. Learning Neural Search Policies for Classical Planning
    2019/11/27 by Gomoluch, Pawel, Alrajeh, Dalal, Russo, Alessandra +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
11. FORM: Learning Expressive and Transferable First-Order Logic Reward Machines
    2024/12/31 by Leo Ardon, Daniel Furelos-Blanco, Ardon, Leo +5 · 3 citations
    Computer Science · #Formal Methods in Verification
12. HySTER: A Hybrid Spatio-Temporal Event Reasoner
    2021/01/17 by Sautory, Theophile, Cingillioglu, Nuri, Russo, Alessandra · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO)
13. SEM-CTRL: Semantically Controlled Decoding
    2025/03/03 by Mohammad Albinhassan, Albinhassan, Mohammad, Pranava Madhyastha +3 · 1 voice
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
14. An Empirical Study of Conformal Prediction in LLM with ASP Scaffolds for Robust Reasoning
    2025/03/07 by Kaur, Navdeep, McPheat, Lachlan, Russo, Alessandra +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
15. Numerical reasoning in machine reading comprehension tasks: are we there\n yet?
    2021/09/16 by Hadeel Al-Negheimish, Pranava Madhyastha, Al-Negheimish, Hadeel +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Topic Modeling
16. Question Answering with LLMs and Learning from Answer Sets
    2025/09/20 by Manuel Borroto, Katie Gallagher, Borroto, Manuel +8 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Seismology and Earthquake Studies