2 papers
cs.AI2026
An Embedding-based Approach to Inconsistency-tolerant Reasoning with Inconsistent Ontologies
Keyu Wang, Site Li, Jiaye Li +2
Inconsistency handling is an important issue in knowledge management. Especially in ontology engineering, logical inconsistencies may occur during ontology construction. A natural…
cs.CV2025
Efficient Adaptive Label Refinement for Label Noise Learning
Wenzhen Zhang, Debo Cheng, Guangquan Lu +3
Deep neural networks are highly susceptible to overfitting noisy labels, which leads to degraded performance. Existing methods address this issue by employing manually defined crit…