Papers with BioLORD
BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions (2022.findings-emnlp)
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| Challenge: | BioLORD is a pre-training strategy for producing meaningful representations for clinical sentences and biomedical concepts. |
| Approach: | They propose a pre-training strategy for producing meaningful representations for clinical sentences and biomedical concepts using definitions and ontologies. |
| Outcome: | The proposed model produces more semantic representations that match more closely the hierarchical structure of ontologies. |