diff --git a/README.md b/README.md
index 6c19603..9db6926 100644
--- a/README.md
+++ b/README.md
@@ -35,10 +35,10 @@ license: cc-by-4.0
 
 **Single EM-Scores:**   [0.222, 0.123, 0.234, 0.159, 0.158]  
 **Single F1-Scores:**   [0.476, 0.493, 0.599, 0.461, 0.465]  
-**Single top\_3\_recall Scores:**   [0.827, 0.776, 0.860, 0.771, 0.777]  
+**Single top\\_3\\_recall Scores:**   [0.827, 0.776, 0.860, 0.771, 0.777]  
 **XVAL EM:**   0.17890995260663506  
 **XVAL f1:**   0.49925444207319924  
-**XVAL top\_3\_recall:**   0.8021327014218009
+**XVAL top\\_3\\_recall:**   0.8021327014218009
 
 This model is the model obtained from the **third** fold of the cross-validation.
 
@@ -106,8 +106,11 @@ Our focus: Industry specific language models & large scale QA systems.
   
 Some of our work: 
 - [German BERT (aka "bert-base-german-cased")](https://deepset.ai/german-bert)
+- [GermanQuAD and GermanDPR datasets and models (aka "gelectra-base-germanquad", "gbert-base-germandpr")](https://deepset.ai/germanquad)
 - [FARM](https://github.com/deepset-ai/FARM)
 - [Haystack](https://github.com/deepset-ai/haystack/)
 
 Get in touch:
-[Twitter](https://twitter.com/deepset_ai) | [LinkedIn](https://www.linkedin.com/company/deepset-ai/) | [Website](https://deepset.ai)
\ No newline at end of file
+[Twitter](https://twitter.com/deepset_ai) | [LinkedIn](https://www.linkedin.com/company/deepset-ai/) | [Slack](https://haystack.deepset.ai/community/join) | [GitHub Discussions](https://github.com/deepset-ai/haystack/discussions) | [Website](https://deepset.ai)
+
+By the way: [we're hiring!](https://apply.workable.com/deepset/)