Papers with pipeline-based hybrid systems
Self-Alignment Pretraining for Biomedical Entity Representations (2021.naacl-main)
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| Challenge: | Existing approaches to self-supervised learning of biomedical entities are limited in the biomedic domain. |
| Approach: | They propose a pretraining scheme that self-aligns the representation space of biomedical entities. |
| Outcome: | The proposed framework achieves state-of-the-art on six MEL benchmarking datasets. |