Commit
·
59a396e
1
Parent(s):
23affb0
Update README.md
Browse files
README.md
CHANGED
|
@@ -7,7 +7,7 @@ language:
|
|
| 7 |
|
| 8 |
German FinBERT is a BERT language model focusing on the financial domain within the German language. In my [paper](https://arxiv.org/pdf/2311.08793.pdf), I describe in more detail the steps taken to train the model and show that it outperforms its generic benchmarks for finance specific downstream tasks.
|
| 9 |
|
| 10 |
-
This model is the [pre-trained from scratch version of German FinBERT](https://huggingface.co/scherrmann/GermanFinBert_SC), after fine-tuning on a translated version of the [financial news phrase bank](https://arxiv.org/abs/1307.5336) of Malo et al. (2013).
|
| 11 |
|
| 12 |
## Overview
|
| 13 |
**Author** Moritz Scherrmann
|
|
@@ -27,7 +27,7 @@ After finding the best model w.r.t the evaluation set, I report the mean result
|
|
| 27 |
|
| 28 |
### Results
|
| 29 |
|
| 30 |
-
Translated [Financial news phrase bank](https://arxiv.org/abs/1307.5336) (Malo et al. (2013)):
|
| 31 |
- Accuracy: 95.95%
|
| 32 |
- Macro F1: 92.70%
|
| 33 |
|
|
|
|
| 7 |
|
| 8 |
German FinBERT is a BERT language model focusing on the financial domain within the German language. In my [paper](https://arxiv.org/pdf/2311.08793.pdf), I describe in more detail the steps taken to train the model and show that it outperforms its generic benchmarks for finance specific downstream tasks.
|
| 9 |
|
| 10 |
+
This model is the [pre-trained from scratch version of German FinBERT](https://huggingface.co/scherrmann/GermanFinBert_SC), after fine-tuning on a translated version of the [financial news phrase bank](https://arxiv.org/abs/1307.5336) of Malo et al. (2013). The data is available [here](https://huggingface.co/datasets/scherrmann/financial_phrasebank_75agree_german).
|
| 11 |
|
| 12 |
## Overview
|
| 13 |
**Author** Moritz Scherrmann
|
|
|
|
| 27 |
|
| 28 |
### Results
|
| 29 |
|
| 30 |
+
Translated [Financial news phrase bank](https://arxiv.org/abs/1307.5336) (Malo et al. (2013)), see [here](https://huggingface.co/datasets/scherrmann/financial_phrasebank_75agree_german) for the data:
|
| 31 |
- Accuracy: 95.95%
|
| 32 |
- Macro F1: 92.70%
|
| 33 |
|