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Ontology Learning

61 directly classified papers

Papers per year

Papers

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