symbolic representation

Application of Neurosymbolic AI to Sequential Decision Making IJCAI 2022 Drawing out of Distribution with Neuro-Symbolic Generative Models NeurIPS 2022 Evaluation of call centre conversations based on a high-level symbolic representation Interspeech 2022 Explainable Reinforcement Learning via Model Transforms NeurIPS 2022 Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems AAAI 2022 Adapting the Portuguese Braille System to Formal Semantics EACL 2021 Interpretable Visual Reasoning via Induced Symbolic Space ICCV 2021 PatchGame: Learning to Signal Mid-level Patches in Referential Games NeurIPS 2021 Planning from Pixels in Atari with Learned Symbolic Representations AAAI 2021 A Brief History of Learning Symbolic Higher-Level Representations from Data (And a Curious Look Forward) IJCAI 2020 Discovering Symbolic Models from Deep Learning with Inductive Biases NeurIPS 2020 From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? ACL 2020 Generative Neurosymbolic Machines NeurIPS 2020 Hybrid Compositional Reasoning for Reactive Synthesis from Finite-Horizon Specifications AAAI 2020 Learning Neural-Symbolic Descriptive Planning Models via Cube-Space Priors: The Voyage Home (to STRIPS) IJCAI 2020 Task and Motion Planning Is PSPACE-Complete AAAI 2020 Correlating Neural and Symbolic Representations of Language ACL 2019 Designing a Symbolic Intermediate Representation for Neural Surface Realization NAACL 2019 GKR: Bridging the Gap between Symbolic/structural and Distributional Meaning Representations ACL 2019 Learning Programmatically Structured Representations with Perceptor Gradients ICLR 2019 Learning Portable Symbolic Representations IJCAI 2018 SCAN: Learning Hierarchical Compositional Visual Concepts ICLR 2018 Tensor Product Generation Networks for Deep NLP Modeling NAACL 2018 Active Exploration for Learning Symbolic Representations NeurIPS 2017 Learning Symbolic Representations of Hybrid Dynamical Systems JMLR 2012