diff --git a/requirements.txt b/requirements.txt
index 328bc33..0deb5fa 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -43,7 +43,7 @@ spacy==2.1.7
 srsly==1.0.1
 tabulate==0.8.6
 tensorboard==1.15.0
-tensorflow==1.15.4
+tensorflow==2.11.1
 tensorflow-estimator==1.15.1
 termcolor==1.1.0
 thinc==7.0.8
diff --git a/setup.py b/setup.py
index f35cc0f..ef0a568 100644
--- a/setup.py
+++ b/setup.py
@@ -45,7 +45,7 @@
     install_requires=[
         "spacy<2.2.0",
         "pandas",
-        "tensorflow==1.15.4",
+        "tensorflow==2.11.1",
         "keras==2.2.5",
         "keras-contrib @ https://github.com/keras-team/keras-contrib/tarball/5ffab172661411218e517a50170bb97760ea567b",
         "en_core_web_sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.1.0/en_core_web_sm-2.1.0.tar.gz#egg=en_core_web_sm==2.1.0",