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metadata
language:
  - en
  - es
  - fr
  - nl
  - de
  - fi
  - ru
  - tr
  - ko
  - zh
  - ja
  - th
  - pt
  - it
  - sv
  - hu
  - pl
  - et
  - hr
  - uk
  - el
  - da
  - he
tags:
  - biomedical
  - bionlp
  - entity linking
  - embedding
  - bert

A multilingual BERGAMOT model with pre-trained on UMLS (version 2020AB) using a Graph Attention Network (GAT) encoder.

The model is described in paper "Biomedical Entity Representation with Graph-Augmented Multi-Objective Transformer " which is accepted to NAACL 2024!

For pretraining code see our github: https://github.com/Andoree/BERGAMOT.

Please do not forget to cite our paper when bib will be available.