symbolic reasoning

Reasoning in Large Language Models Through Symbolic Math Word Problems ACL 2023 SConE: Simplified Cone Embeddings with Symbolic Operators for Complex Logical Queries ACL 2023 SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation ACL 2023 Symbol-LLM: Leverage Language Models for Symbolic System in Visual Human Activity Reasoning NeurIPS 2023 A Hierarchical Bayesian Approach to Inverse Reinforcement Learning with Symbolic Reward Machines ICML 2022 A Solver-free Framework for Scalable Learning in Neural ILP Architectures NeurIPS 2022 Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations AAAI 2022 Deep Learning with Logical Constraints IJCAI 2022 Explainable GNN-Based Models over Knowledge Graphs ICLR 2022 Hands-On Interactive Neuro-Symbolic NLP with DRaiL EMNLP 2022 HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation ACL 2022 Improving Entity Disambiguation by Reasoning over a Knowledge Base NAACL 2022 Inference and Learning with Model Uncertainty in Probabilistic Logic Programs AAAI 2022 Interactive Symbol Grounding with Complex Referential Expressions NAACL 2022 MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data ACL 2022 MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving NAACL 2022 OPERA: Operation-Pivoted Discrete Reasoning over Text NAACL 2022 Sketching a Linguistically-Driven Reasoning Dialog Model for Social Talk ACL 2022 Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems AAAI 2022 Abductive Knowledge Induction from Raw Data IJCAI 2021 Abductive Learning with Ground Knowledge Base IJCAI 2021 Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution CVPR 2021 Aligning Artificial Neural Networks and Ontologies towards Explainable AI AAAI 2021 An Automated Engineering Assistant: Learning Parsers for Technical Drawings AAAI 2021 Contrastive Reinforcement Learning of Symbolic Reasoning Domains NeurIPS 2021