From 6c8fad4f0deded91b568eca38603e9cf5e0bb3b9 Mon Sep 17 00:00:00 2001 From: smanjil Date: Wed, 18 Nov 2020 19:17:46 +0100 Subject: [PATCH] replace performance table with markdown (#8565) * replace performance table with markdown * Update model_cards/smanjil/German-MedBERT/README.md Co-authored-by: Julien Chaumond --- model_cards/smanjil/German-MedBERT/README.md | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/model_cards/smanjil/German-MedBERT/README.md b/model_cards/smanjil/German-MedBERT/README.md index b6961fc0c9..d9f7825618 100644 --- a/model_cards/smanjil/German-MedBERT/README.md +++ b/model_cards/smanjil/German-MedBERT/README.md @@ -2,6 +2,7 @@ language: de tags: - exbert +- German --- @@ -10,7 +11,7 @@ tags: # 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 @@ -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`