Ontology Learning

Extending Description Logics with Generic Concepts – the Case of Terminologies AAAI 2026 GIL-Zaragoza at SemEval 2026 Task 11: Comparing Classification, Autoformalization, and Ontologies for Formal Reasoning Capabilities SemEval 2026 Contractions Based on Optimal Repairs (Extended Abstract) IJCAI 2025 Discovering Conceptual Knowledge with Analytic Ontology Templates for Articulated Objects AAAI 2025 Harmonizing Divergent Lemmatization and Part-of-Speech Tagging Practices for Latin Participles through the LiLa Knowledge Base ACL 2025 Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python JMLR 2025 OntologyRAG-Q: Resource Development and Benchmarking for Retrieval-Augmented Question Answering in Qur’anic Tafsir EMNLP 2025 Variety delights (sometimes) - Annotation differences in morphologically annotated corpora ACL 2025 Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study EMNLP 2024 Computational Morphology and Lexicography Modeling of Modern Standard Arabic Nominals EACL 2024 Croatian Idioms Integration: Enhancing the LIdioms Multilingual Linked Idioms Dataset COLING 2024 Efficient Axiomatization of OWL 2 EL Ontologies from Data by Means of Formal Concept Analysis AAAI 2024 Financial Product Ontology Population with Large Language Models ACL 2024 From Text to Historical Ecological Knowledge: The Construction and Application of the Shan Jing Knowledge Base COLING 2024 Minimal Macro-Based Rewritings of Formal Languages: Theory and Applications in Ontology Engineering (and Beyond) AAAI 2024 Modelling and Linking an Old Latin-Portuguese Dictionary to the LiLa Knowledge Base COLING 2024 On Modelling Corpus Citations in Computational Lexical Resources COLING 2024 Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification ACL 2024 Structuring Sustainability Reports for Environmental Standards with LLMs guided by Ontology ACL 2024 Bridging the Gap Between BabelNet and HowNet: Unsupervised Sense Alignment and Sememe Prediction EACL 2023 DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing AAAI 2023 Do PLMs Know and Understand Ontological Knowledge? ACL 2023 Tractable Diversity: Scalable Multiperspective Ontology Management via Standpoint EL IJCAI 2023 An Ontological Approach towards Automatic Creation of Infographics from Formal Text (Student Abstract) AAAI 2022 First Order Rewritability in Ontology-Mediated Querying in Horn Description Logics AAAI 2022