diff --git a/README.md b/README.md
index a6236bb..d0132f9 100644
--- a/README.md
+++ b/README.md
@@ -26,7 +26,7 @@ If you use this software for academic research, please [cite](#bibtex) these pap
 
 - Dominik Schlechtweg, Anna Hätty, Marco del Tredici, and Sabine Schulte im Walde. 2019. [A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and Domains](https://www.aclweb.org/anthology/papers/P/P19/P19-1072/). In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 732-746, Florence, Italy. ACL.
 
-- Jens Kaiser, Sinan Kurtyigit, Serge Kotchourko, Dominik Schlechtweg. 2021. Effects of Pre- and Post-Processing in Lexical Semantic Change Detection. In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics.
+- Jens Kaiser, Sinan Kurtyigit, Serge Kotchourko, Dominik Schlechtweg. 2021. [Effects of Pre- and Post-Processing on type-based Embeddings in Lexical Semantic Change Detection](https://arxiv.org/abs/2101.09368). In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics.
 
 Also make sure you give appropriate credit to the below-mentioned software this repository depends on.
 
@@ -208,20 +208,9 @@ BibTex
     doi = {10.18653/v1/P19-1072}
 }
 ```
-```	
-@inproceedings{SchlechtwegWalde20,
-	title = {{Simulating Lexical Semantic Change from Sense-Annotated Data}},
-	author = {Dominik Schlechtweg and Sabine {Schulte im Walde}},
-	year = {2020},
-	booktitle = {{The Evolution of Language: Proceedings of the 13th International Conference (EvoLang13)}},
-	editor = {Ravignani, A. and Barbieri, C. and Martins, M. and Flaherty, M. and Jadoul, Y. and Lattenkamp, E. and Little, H. and Mudd, K. and Verhoef, T.},
-	url = {http://brussels.evolang.org/proceedings/paper.html?nr=9},
-	doi = {10.17617/2.3190925}
-}
-```
 ```
 @inproceedings{Kaiser2021effects,
-    title = "Effects of Pre- and Post-Processing in Lexical Semantic Change Detection",
+    title = "Effects of Pre- and Post-Processing on type-based Embeddings in Lexical Semantic Change Detection",
     author = "Kaiser, Jens and Kurtyigit, Sinan and Kotchourko, Serge and Schlechtweg, Dominik",
     booktitle = "Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics",
     year = "2021",