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Ian Horrocks

Box$^2$EL: Concept and Role Box Embeddings for the Description Logic EL++

Feb 02, 2023
Mathias Jackermeier, Jiaoyan Chen, Ian Horrocks

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* Corrected the GitHub URL and updated baselines

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Minimal Explanations for Neural Network Predictions

May 19, 2022
Ouns El Harzli, Bernardo Cuenca Grau, Ian Horrocks

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Contextual Semantic Embeddings for Ontology Subsumption Prediction

Feb 20, 2022
Jiaoyan Chen, Yuan He, Ernesto Jimenez-Ruiz, Hang Dong, Ian Horrocks

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* Short paper (5 pages)

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Low-resource Learning with Knowledge Graphs: A Comprehensive Survey

Dec 28, 2021
Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Jeff Z. Pan, Yuan He, Wen Zhang, Ian Horrocks, Huajun Chen

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* A survey on Low-resource Learning with Knowledge Graph. It has collected 96 papers on this topic, with 51 pages and 233 citations in total

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BERTMap: A BERT-based Ontology Alignment System

Dec 23, 2021
Yuan He, Jiaoyan Chen, Denvar Antonyrajah, Ian Horrocks

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* Full version (with appendix) of the accepted paper in 36th AAAI Conference on Artificial Intelligence 2022

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