I try to understand if and how machines can learn to think and reason. My interest areas include computational logical inference with neuro-symbolic architectures, biologically inspired intelligence and natural language.
- pix2rule: End-to-end Neuro-symbolic Rule Learning, Nuri Cingillioglu & Alessandra Russo, IJCLR-NeSy 2021 - paper, slides, poster, code
- Learning Invariants through Soft Unification, Nuri Cingillioglu & Alessandra Russo, 2020, NeurIPS 2020 - paper, slides, poster, code
- DeepLogic: Towards End-to-End Differentiable Logical Reasoning, Nuri Cingillioglu & Alessandra Russo, 2019, AAAI-MAKE19 - paper, slides, poster, code