diff --git a/README.md b/README.md
index fb0bda79274d87cb81da427234142658644c8817..b58a8c3bea4730e6aae0d16f781954a58f6abf32 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
-# Lorentz Boost Network (LBN) [![pipeline status](https://git.rwth-aachen.de/3pia/lbn/badges/master/pipeline.svg)](https://git.rwth-aachen.de/3pia/lbn/commits/master)
+# Lorentz Boost Network (LBN) [![pipeline status](https://git.rwth-aachen.de/3pia/lbn/badges/master/pipeline.svg)](https://git.rwth-aachen.de/3pia/lbn/pipelines)
 
-TensorFlow implementation of the Lorentz Boost Network from [arXiv:XXXX.XXXXX [hep-ex]](https://arxiv.org/abs/XXXX.XXXXX).
+TensorFlow implementation of the Lorentz Boost Network from [arXiv:1812.09722 [hep-ex]](https://arxiv.org/abs/1812.09722).
 
 Original repository: [git.rwth-aachen.de/3pia/lbn](https://git.rwth-aachen.de/3pia/lbn)
 
diff --git a/lbn.py b/lbn.py
index 83c39a64132dd5e0b5bc5da24c5aeb34dbea71e4..f9e6736f0938b5d4f3afe4d520ce116fd388b63b 100644
--- a/lbn.py
+++ b/lbn.py
@@ -2,7 +2,7 @@
 
 """
 TensorFlow implementation of the Lorentz Boost Network (LBN).
-For more information, see https://arxiv.org/abs/XXXX.XXXXX.
+For more information, see https://arxiv.org/abs/1812.09722.
 """
 
 
@@ -12,7 +12,7 @@ __license__ = "BSD"
 __credits__ = ["Martin Erdmann", "Erik Geiser", "Yannik Rath", "Marcel Rieger"]
 __contact__ = "https://git.rwth-aachen.de/3pia/lbn"
 __email__ = "marcel.rieger@cern.ch"
-__version__ = "0.0.1"
+__version__ = "1.0.0"
 
 __all__ = ["LBN", "FeatureFactoryBase", "FeatureFactory"]