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julien-c merged 2 commits into from
Nov 18, 2020
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replace performance table with markdown #8565

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replace performance table with markdown
smanjil Nov 16, 2020
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Update model_cards/smanjil/German-MedBERT/README.md
julien-c Nov 18, 2020
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10 changes: 8 additions & 2 deletions model_cards/smanjil/German-MedBERT/README.md
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language: de
tags:
- exbert
- German
---

<a href="https://huggingface.co/exbert/?model=smanjil/German-MedBERT">
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# German Medical BERT

This is a fine-tuned model on Medical domain for German language and based on German BERT.
This is a fine-tuned model on Medical domain for German language and based on German BERT. This model has only been trained to improve on target task (Masked Language Model). It can later be used to perform a downstream task of your needs, while I performed it for NTS-ICD-10 text classification task.

## Overview
**Language model:** bert-base-german-cased
Expand All @@ -30,7 +31,12 @@ This is a fine-tuned model on Medical domain for German language and based on Ge
- Although had to train for upto 25 epochs for classification.

## Performance (Micro precision, recall and f1 score for multilabel code classification)
![performance](https://raw.githubusercontent.com/smanjil/finetune-lm/master/performance.png)

|Models |P |R |F1 |
|:-------------- |:------|:------|:------|
|German BERT |86.04 |75.82 |80.60 |
|German MedBERT-256 |87.41 |77.97 |82.42 |
|German MedBERT-512 |87.75 |78.26 |82.73 |

## Author
Manjil Shrestha: `shresthamanjil21 [at] gmail.com`
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