neuro-symbolic reasoning

Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World ICLR 2024 CLEVR-POC: Reasoning-Intensive Visual Question Answering in Partially Observable Environments COLING 2024 EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning EACL 2024 GENOME: Generative Neuro-Symbolic Visual Reasoning by Growing and Reusing Modules ICLR 2024 GOALNET: Interleaving Neural Goal Predicate Inference with Classical Planning for Generalization in Robot Instruction Following AAAI 2024 Large Language Models Are Neurosymbolic Reasoners AAAI 2024 Learning Neuro-Symbolic Abstractions for Robot Planning and Learning AAAI 2024 Logic Rules as Explanations for Legal Case Retrieval COLING 2024 Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learners CVPR 2024 NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge NAACL 2024 Neuro-Symbolic Data Generation for Math Reasoning NeurIPS 2024 NeuroSymbolic LLM for Mathematical Reasoning and Software Engineering IJCAI 2024 Satyrn: A Platform for Analytics Augmented Generation EMNLP 2024 Think Before You Simulate: Symbolic Reasoning To Orchestrate Neural Computation for Counterfactual Question Answering WACV 2024 TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning EMNLP 2024 Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning AAAI 2024 Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving EMNLP 2024 A Logic-based Approach to Contrastive Explainability for Neurosymbolic Visual Question Answering IJCAI 2023 Behavior Cloned Transformers are Neurosymbolic Reasoners EACL 2023 CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story Understanding ACL 2023 Differentiable Neuro-Symbolic Reasoning on Large-Scale Knowledge Graphs NeurIPS 2023 EgoTV: Egocentric Task Verification from Natural Language Task Descriptions ICCV 2023 Grounding Neural Inference with Satisfiability Modulo Theories NeurIPS 2023 Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction NeurIPS 2023 Investigating Transformer-Guided Chaining for Interpretable Natural Logic Reasoning ACL 2023