knowledge representation

Every Opinion Matters: Evaluating and Building Models with Pluralistic Views AAAI 2025 Featured Argumentation Framework: Semantics and Complexity IJCAI 2025 From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering ICLR 2025 Generalized Safe Conditional Syntax Splitting of Belief Bases IJCAI 2025 Hierarchical Memory Organization for Wikipedia Generation ACL 2025 Higher-order Logical Knowledge Representation Learning IJCAI 2025 Integrating Answer Set Programming and Large Language Models for Enhanced Structured Representation of Complex Knowledge in Natural Language IJCAI 2025 Interpretable Mnemonic Generation for Kanji Learning via Expectation-Maximization EMNLP 2025 Joint Knowledge Editing for Information Enrichment and Probability Promotion AAAI 2025 Know-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models ACL 2025 Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities EMNLP 2025 Learning Concept Prerequisite Relation via Global Knowledge Relation Optimization AAAI 2025 LLM-Friendly Knowledge Representation for Customer Support COLING 2025 Logically Consistent Language Models via Neuro-Symbolic Integration ICLR 2025 Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality COLING 2025 Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models IJCAI 2025 Non-expansive Fuzzy ALC IJCAI 2025 One world, one opinion? The superstar effect in LLM responses NAACL 2025 On the Logic of Theory Base Change: Reformulation of Belief Bases AAAI 2025 Reasoning About Causal Knowledge in Nondeterministic Domains IJCAI 2025 Scalable Knowledge Refactoring Using Constrained Optimisation AAAI 2025 The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications CLeaR 2025 The Scene Language: Representing Scenes with Programs, Words, and Embeddings CVPR 2025 Time Course MechInterp: Analyzing the Evolution of Components and Knowledge in Large Language Models ACL 2025 Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning NAACL 2025