Knowledge Representation

Handling Ontology Gaps in Semantic Parsing NAACL 2024 HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces AAAI 2024 Joint Pre-Encoding Representation and Structure Embedding for Efficient and Low-Resource Knowledge Graph Completion EMNLP 2024 KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases EMNLP 2024 Knowledge Conflicts for LLMs: A Survey EMNLP 2024 Knowledge Graph Representation for Political Information Sources COLING 2024 Learning MDL Logic Programs from Noisy Data AAAI 2024 Learning Neuro-Symbolic Abstractions for Robot Planning and Learning AAAI 2024 MatrixNet: Learning over symmetry groups using learned group representations NeurIPS 2024 NALA: an Effective and Interpretable Entity Alignment Method EMNLP 2024 NaRuto: Automatically Acquiring Planning Models from Narrative Texts AAAI 2024 Neural Concept Binder NeurIPS 2024 Neuro-Symbolic Integration for Reasoning and Learning on Knowledge Graphs AAAI 2024 NeuroSymbolic LLM for Mathematical Reasoning and Software Engineering IJCAI 2024 On the Ability of Developers' Training Data Preservation of Learnware NeurIPS 2024 Penetrative AI: Making LLMs Comprehend the Physical World ACL 2024 Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling NeurIPS 2024 Pragmatic Norms Are All You Need – Why The Symbol Grounding Problem Does Not Apply to LLMs EMNLP 2024 Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence – Preface UAI 2024 Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification ACL 2024 Puzzle Solving using Reasoning of Large Language Models: A Survey EMNLP 2024 Recursive Estimation of Conditional Kernel Mean Embeddings JMLR 2024 Safe Abductive Learning in the Presence of Inaccurate Rules AAAI 2024 Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM ACL 2024 Semantics for Non-Flat Assumption-Based Argumentation, Revisited IJCAI 2024