004: Adding 2020 examples

1 files changed, 15 insertions, 6 deletions

diff --git a/README.md b/README.md
index d3dcf71..011b5c6 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,8 @@
-## TransQuest : Transformer based Translation Quality Estimation. 
+# TransQuest : Transformer based Translation Quality Estimation. 
 
 TransQuest provides state-of-the-art models for Quality Estimation.
 
-### Installation
+## Installation
 you first need to install PyTorch.
 Please refer to [PyTorch installation page](https://pytorch.org/get-started/locally/#start-locally) regarding the specific install command for your platform.
 
@@ -14,10 +14,10 @@ cd TransQuest
 pip install -r requirements.txt
 ```
 
-### Run the examples
+## Run the examples
 Examples are included in the repository but are not shipped with the library.
 
-#### Romanian - English 
+### Romanian - English 
 ```bash
 python -m examples.ro_en.trans_quest
 ```
@@ -27,7 +27,7 @@ Algo Type   | Transformer Type  | Transformer Name  | Pearson Correlation |
 TransQuest  | XLM               | xlm-mlm-enro-1024 | 0.739               | 
 
 
-#### Russian - English 
+### Russian - English 
 ```bash
 python -m examples.ru_en.trans_quest
 ```
@@ -36,8 +36,17 @@ Algo Type   | Transformer Type  | Transformer Name  | Pearson Correlation |
 ------------| ----------------- |------------------:| -------------------:| 
 TransQuest  | XLM-R             | xlm-roberta-base  | 0.692               | 
 
+### English - German 
+```bash
+python -m examples.en_de.trans_quest
+```
+
+Algo Type   | Transformer Type  | Transformer Name  | Pearson Correlation | 
+------------| ----------------- |------------------:| -------------------:| 
+TransQuest  | XLM-R             | xlm-roberta-base  | 0.326               | 
+
 
-#### Sinhala - English 
+### Sinhala - English 
 ```bash
 python -m examples.si_en.trans_quest
 ```