Papers by Hwisang Jeon
Biomedical Entity Representations with Synonym Marginalization (2020.acl-main)
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| Challenge: | Biomedical named entities are often used as key features in biomedical text mining. |
| Approach: | They propose to use a model-based candidate selection to maximize the marginal likelihood of the synonyms present in top candidates. |
| Outcome: | The proposed model outperforms previous state-of-the-art models on four biomedical entity normalization datasets with three different entity types. |