Knowledge Representation

Learning Visually Grounded Domain Ontologies via Embodied Conversation and Explanation AAAI 2025 Learnware Specification via Label-Aware Neural Embedding AAAI 2025 LLM-DR: A Novel LLM-Aided Diffusion Model for Rule Generation on Temporal Knowledge Graphs AAAI 2025 Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ACL 2025 Map&Make: Schema Guided Text to Table Generation ACL 2025 Meaning Holism and Indeterminacy of Reference in Ontologies (Extended Abstract) IJCAI 2025 MusKGC: A Flexible Multi-source Knowledge Enhancement Framework for Open-World Knowledge Graph Completion EMNLP 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 NIM: Neuro-symbolic Ideographic Metalanguage for Inclusive Communication EMNLP 2025 On Action Theories with Iterable First-Order Progression AAAI 2025 On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions EMNLP 2025 Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025 Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts EMNLP 2025 Recursive Aggregates as Intensional Functions in Answer Set Programming: Semantics and Strong Equivalence AAAI 2025 Representation Learning Based Predicate Invention on Knowledge Graphs AAAI 2025 RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025 The Relativity of Causal Knowledge UAI 2025 The Scene Language: Representing Scenes with Programs, Words, and Embeddings CVPR 2025 Towards Generating Controllable and Solvable Geometry Problem by Leveraging Symbolic Deduction Engine ACL 2025 Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective NAACL 2025 Uni-Retrieval: A Multi-Style Retrieval Framework for STEM’s Education ACL 2025 Universality of Real Minimal Complexity Reservoir AAAI 2025 Vision-Language Models Struggle to Align Entities across Modalities ACL 2025 VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models ACL 2025