diff --git a/docs/src/apiref.rst b/docs/src/apiref.rst
index b781ef16d6..d88db20bdf 100644
--- a/docs/src/apiref.rst
+++ b/docs/src/apiref.rst
@@ -87,6 +87,7 @@ Modules:
     summarization/commons
     summarization/graph
     summarization/keywords
+    summarization/mz_entropy
     summarization/pagerank_weighted
     summarization/summariser
     summarization/syntactic_unit
diff --git a/docs/src/summarization/mz_entropy.rst b/docs/src/summarization/mz_entropy.rst
new file mode 100644
index 0000000000..831ea11088
--- /dev/null
+++ b/docs/src/summarization/mz_entropy.rst
@@ -0,0 +1,9 @@
+:mod:`summarization.mz_entropy` -- Keywords from  the Montemurro and Zanette algorithm
+======================================================================================
+
+.. automodule:: gensim.summarization.mz_entropy
+    :synopsis: Keywords from the Monemurro and Zanette algorithm
+    :members:
+    :inherited-members:
+    :undoc-members:
+    :show-inheritance: