neural-symbolic learning

NeuroRule: Bridging Vision and Logic with Differentiable Rule Induction CVPR 2026 Curriculum Abductive Learning for Mitigating Reasoning Shortcuts IJCAI 2025 Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models ACL 2025 Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks AAAI 2025 Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model ACL 2024 Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery AAAI 2024 Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation ICCV 2023 Out-of-Distribution Generalization by Neural-Symbolic Joint Training AAAI 2023 Sequential Recommendation with Probabilistic Logical Reasoning IJCAI 2023 Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic ACL 2023 CoNSoLe: Convex Neural Symbolic Learning NeurIPS 2022 DeepStochLog: Neural Stochastic Logic Programming AAAI 2022 Perform like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference COLING 2022 Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty ACL 2022 Weakly Supervised Neural Symbolic Learning for Cognitive Tasks AAAI 2022 ProTo: Program-Guided Transformer for Program-Guided Tasks NeurIPS 2021 Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning ICML 2020