diff --git a/docs/src/models/coherencemodel.rst b/docs/src/models/coherencemodel.rst
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+:mod:`models.coherencemodel` -- Topic coherence pipeline
+========================================================
+
+.. automodule:: gensim.models.coherencemodel
+    :synopsis: Topic coherence pipeline
+    :members:
+    :inherited-members:
+    :undoc-members:
+    :show-inheritance:
diff --git a/docs/src/topic_coherence/aggregation.rst b/docs/src/topic_coherence/aggregation.rst
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+:mod:`topic_coherence.aggregation` -- Aggregation module
+========================================================
+
+.. automodule:: gensim.topic_coherence.aggregation
+    :synopsis: Aggregation module
+    :members:
+    :inherited-members:
+    :undoc-members:
+    :show-inheritance:
diff --git a/docs/src/topic_coherence/direct_confirmation_measure.rst b/docs/src/topic_coherence/direct_confirmation_measure.rst
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+:mod:`topic_coherence.direct_confirmation_measure` -- Direct confirmation measure module
+========================================================================================
+
+.. automodule:: gensim.topic_coherence.direct_confirmation_measure
+    :synopsis: Direct confirmation measure module
+    :members:
+    :inherited-members:
+    :undoc-members:
+    :show-inheritance:
diff --git a/docs/src/topic_coherence/indirect_confirmation_measure.rst b/docs/src/topic_coherence/indirect_confirmation_measure.rst
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+:mod:`topic_coherence.indirect_confirmation_measure` -- Indirect confirmation measure module
+============================================================================================
+
+.. automodule:: gensim.topic_coherence.indirect_confirmation_measure
+    :synopsis: Indirect confirmation measure module
+    :members:
+    :inherited-members:
+    :undoc-members:
+    :show-inheritance:
diff --git a/docs/src/topic_coherence/probability_estimation.rst b/docs/src/topic_coherence/probability_estimation.rst
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+:mod:`topic_coherence.probability_estimation` -- Probability estimation module
+==============================================================================
+
+.. automodule:: gensim.topic_coherence.probability_estimation
+    :synopsis: Probability estimation module
+    :members:
+    :inherited-members:
+    :undoc-members:
+    :show-inheritance:
diff --git a/docs/src/topic_coherence/segmentation.rst b/docs/src/topic_coherence/segmentation.rst
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@@ -0,0 +1,9 @@
+:mod:`topic_coherence.segmentation` -- Segmentation module
+==========================================================
+
+.. automodule:: gensim.topic_coherence.segmentation
+    :synopsis: Segmentation module
+    :members:
+    :inherited-members:
+    :undoc-members:
+    :show-inheritance:
diff --git a/docs/src/topic_coherence/topic_coherence.rst b/docs/src/topic_coherence/topic_coherence.rst
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+++ b/docs/src/topic_coherence/topic_coherence.rst
@@ -0,0 +1,7 @@
+:mod:`topic_coherence` -- Package for the topic coherence pipeline
+==================================================================
+
+.. automodule:: gensim.topic_coherence
+    :synopsis: Package for the topic coherence pipeline
+    :members:
+    :inherited-members:
\ No newline at end of file