ontology learning

ODL-TempLLM: Ontology-Guided and Description Logic-Reasoned Temporal Reasoning with LLMs ACL 2026 Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python JMLR 2025 Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model NeurIPS 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 End-to-End Ontology Learning with Large Language Models NeurIPS 2024 From Text to Historical Ecological Knowledge: The Construction and Application of the Shan Jing Knowledge Base COLING 2024 Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs ACL 2023 Linking the Neulateinische Wortliste to the LiLa Knowledge Base of Interoperable Resources for Latin EACL 2023 Modelling Frequency, Attestation, and Corpus-Based Information with OntoLex-FrAC COLING 2022 Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification NeurIPS 2022 Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation EMNLP 2022 A Description Logic for Analogical Reasoning IJCAI 2021 Practical Approach on Implementation of WordNets for South African Languages EACL 2021 Defx at SemEval-2020 Task 6: Joint Extraction of Concepts and Relations for Definition Extraction SemEval 2020 Learning Query Inseparable εℒℋ Ontologies AAAI 2020 Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer ACL 2020 Automated Rule Base Completion as Bayesian Concept Induction AAAI 2019 EL Embeddings: Geometric Construction of Models for the Description Logic EL++ IJCAI 2019 Implanting Rational Knowledge into Distributed Representation at Morpheme Level AAAI 2019 A Web-scale system for scientific knowledge exploration ACL 2018 Exact Learning of Lightweight Description Logic Ontologies JMLR 2018 Object-oriented Neural Programming (OONP) for Document Understanding ACL 2018 Repairing ASR output by Artificial Development and Ontology based Learning IJCAI 2018 Acquisition, Representation and Usage of Conceptual Hierarchies EMNLP 2017