Knowledge Representation

BioProAgent: Neuro-Symbolic Grounding for Constrained Scientific Planning ACL 2026 Bridging the Sensory Gap: Visual Injection for Taxonomy Completion ACL 2026 Business as Rulesual: A Benchmark and Framework for Business Rule Flow Modeling with LLMs ACL 2026 Cell-Based Representation of Relational Binding in Language Models ACL 2026 Deriving Character Logic from Storyline as Codified Decision Trees ACL 2026 FlowSearch: Advancing Deep Research with Dynamic Structured Knowledge Flow ACL 2026 GS-Quant: Granular Semantic and Generative Structural Quantization for Knowledge Graph Completion ACL 2026 How to Train a Real-World Silicon Concierge? Internalizing Complex Business Workflow to Only OneModel ACL 2026 Knowledge Vector of Logical Reasoning in Large Language Models ACL 2026 Learning by Analogy: A Causal Framework for Compositional Generalization CVPR 2026 Leibniz: Theory-of-Mind Driven Neuro-Symbolic Logical Reasoning via Multi-Agent Collaboration ACL 2026 LGSA: Label Geometry Structuring and Aligning for Hierarchical Text Classification ACL 2026 Lingua-Graph: A Unified Representation of Cross-Task Common Substructures for Analytic Language Processing ACL 2026 ODL-TempLLM: Ontology-Guided and Description Logic-Reasoned Temporal Reasoning with LLMs ACL 2026 Shuttle Between Symbolic Instructions and Neural Parameters of Large Language Models ACL 2026 Spatial-Agent: Agentic Geo-spatial Reasoning with Scientific Core Concepts ACL 2026 TeCES: Collaborative Geometric Knowledge Representation Framework under Evolving Fact Snapshots ACL 2026 Thesis Proposal: A Normalization-First Framework for Sound, Complete, and Utility-Ready Open Information Extraction ACL 2026 Thesis Proposal: On the Granularity-Robustness Trade-off in Text-Derived Knowledge Graphs ACL 2026 When Can We Learn from Noisy Logical Data? Parameterized Complexity of Approximate Concept Fitting in Description Logics UAI 2026 Why LLMs Hallucinate on Structured Knowledge: A Mechanistic Analysis of Reasoning over Linearized Representations ACL 2026 An Alternative Theory of Stable Revision for Nondeterministic Approximation Fixpoint Theory and the Relationships AAAI 2025 AnCast++: Document-Level Evaluation of Graph-based Meaning Representations ACL 2025 An Expert System for Danish Traffic Law Cases (Student Abstract) AAAI 2025 Answering Conjunctive Queries with Safe Negation and Inequalities over RDFS Knowledge Bases AAAI 2025