neuro-symbolic reasoning

Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning ACL 2023 Learning where and when to reason in neuro-symbolic inference ICLR 2023 LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers EMNLP 2023 Motion Question Answering via Modular Motion Programs ICML 2023 MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation ACL 2023 Neuro-Symbolic Procedural Planning with Commonsense Prompting ICLR 2023 Neurosymbolic Reasoning and Learning with Restricted Boltzmann Machines AAAI 2023 NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations CVPR 2023 Reliable Neuro-Symbolic Abstractions for Planning and Learning IJCAI 2023 Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion ACL 2023 ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities EACL 2023 An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation ACL 2022 Composing Neural Learning and Symbolic Reasoning with an Application to Visual Discrimination IJCAI 2022 DANLI: Deliberative Agent for Following Natural Language Instructions EMNLP 2022 Enforcement Heuristics for Argumentation with Deep Reinforcement Learning AAAI 2022 Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems EMNLP 2022 Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules EMNLP 2022 Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks AAAI 2022 Neuro-Symbolic Visual Dialog COLING 2022 NS3: Neuro-symbolic Semantic Code Search NeurIPS 2022 Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text AAAI 2022 Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution CVPR 2021 Compositional Neural Logic Programming IJCAI 2021 Conversational Neuro-Symbolic Commonsense Reasoning AAAI 2021 Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering AAAI 2021