Rename README(1).md to README.md

README(1).md → README.md

@@ -3,19 +3,19 @@ license: apache-2.0
 language:
 - de
 ---
-# German FinBERT For QuAD (Further Pre-trained Version, Fine-Tuned for Financial Question Answering)
+# German FinBERT For QuAD (Pre-trained From Scratch Version, Fine-Tuned for Financial Question Answering)
 
 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. 
 
-This model is the [further-pretrained version of German FinBERT](https://huggingface.co/scherrmann/GermanFinBert_FP), after fine-tuning on the [German Ad-Hoc QuAD dataset](https://huggingface.co/datasets/scherrmann/adhoc_quad).
+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).
 
 ## Overview  
 **Author** Moritz Scherrmann
 **Paper:** [here](https://arxiv.org/pdf/2311.08793.pdf)  
 **Architecture:** BERT base 
 **Language:** German  
-**Specialization:** Financial question answering
-**Base model:** [German_FinBert_FP](https://huggingface.co/scherrmann/GermanFinBert_FP)
+**Specialization:** Financial sentiment
+**Base model:** [German_FinBert_SC](https://huggingface.co/scherrmann/GermanFinBert_SC)
 
 
 ### Fine-tuning
@@ -27,9 +27,9 @@ After finding the best model w.r.t the evaluation set, I report the mean result
 
 ### Results
 
-Ad-Hoc QuAD (Question Answering):
-- Exact Match (EM): 52.50%
-- F1 Score: 74.61%
+Translated [Financial news phrase bank](https://arxiv.org/abs/1307.5336) (Malo et al. (2013)):
+- Accuracy: 95.95%
+- Macro F1: 92.70%
 
 
 ## Authors  
@@ -41,4 +41,4 @@ For additional details regarding the performance on fine-tune datasets and bench
 See also:  
 - scherrmann/GermanFinBERT_SC
 - scherrmann/GermanFinBERT_FP
-- scherrmann/GermanFinBERT_SC_Sentiment
+- scherrmann/GermanFinBERT_FP_QuAD