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cs.CL2021
Abstractified Multi-instance Learning (AMIL) for Biomedical Relation Extraction
William Hogan, Molly Huang, Yannis Katsis +5
Relation extraction in the biomedical domain is a challenging task due to a lack of labeled data and a long-tail distribution of fact triples. Many works leverage distant supervisi…
cs.CL2020★ 1 cited
Theoretical Rule-based Knowledge Graph Reasoning by Connectivity Dependency Discovery
Canlin Zhang, Chun-Nan Hsu, Yannis Katsis +2
Discovering precise and interpretable rules from knowledge graphs is regarded as an essential challenge, which can improve the performances of many downstream tasks and even provid…