diff --git a/.gitignore b/.gitignore
index a0bab4c..17573f3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,4 @@
 build/
 selfcheckgpt.egg-info
 examples/
+dist/
diff --git a/DESCRIPTION.txt b/DESCRIPTION.txt
index de97775..50c83de 100644
--- a/DESCRIPTION.txt
+++ b/DESCRIPTION.txt
@@ -1,36 +1,37 @@
 SelfCheckGPT
 =====================================================
 
-- Code for our paper "[SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models](https://arxiv.org/abs/2303.08896)"
-- More information can be found on our [project page](https://github.com/potsawee/selfcheckgpt)
+- Code for our paper "SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models", https://arxiv.org/abs/2303.08896
+- More information can be found on our project page: https://github.com/potsawee/selfcheckgpt
 
 Installation
 -----------------------------------------------------
 
+::
+
     pip install selfcheckgpt
 
 
 Example
 -----------------------------------------------------
 
-```python
-from selfcheckgpt.modeling_mqag import SelfCheckMQAG
-from selfcheckgpt.modeling_bertscore import SelfCheckBERTScore
-
-selfcheck_mqag = SelfCheckMQAG()
-selfcheck_bertscore = SelfCheckBERTScore()
-
-sent_scores_mqag = selfcheck_mqag.predict(
-    sentences,
-    passage,
-    [sample1, sample2, sample3],
-    num_questions_per_sent = 5,
-    scoring_method = 'bayes_with_alpha',
-    beta1 = 0.8, beta2 = 0.8,
-)
-sent_scores_bertscore = selfcheck_bertscore.predict(
-    sentences,
-    [sample1, sample2, sample3],
-)
-
-```
+.. code:: python
+
+    from selfcheckgpt.modeling_mqag import SelfCheckMQAG
+    from selfcheckgpt.modeling_bertscore import SelfCheckBERTScore
+
+    selfcheck_mqag = SelfCheckMQAG()
+    selfcheck_bertscore = SelfCheckBERTScore()
+
+    sent_scores_mqag = selfcheck_mqag.predict(
+        sentences,
+        passage,
+        [sample1, sample2, sample3],
+        num_questions_per_sent = 5,
+        scoring_method = 'bayes_with_alpha',
+        beta1 = 0.8, beta2 = 0.8,
+    )
+    sent_scores_bertscore = selfcheck_bertscore.predict(
+        sentences,
+        [sample1, sample2, sample3],
+    )
diff --git a/MANIFEST.in b/MANIFEST.in
new file mode 100644
index 0000000..1481cb8
--- /dev/null
+++ b/MANIFEST.in
@@ -0,0 +1,2 @@
+include DESCRIPTION.txt
+include LICENSE
diff --git a/setup.py b/setup.py
index d36343c..3ba1eba 100644
--- a/setup.py
+++ b/setup.py
@@ -24,7 +24,7 @@
 # calling the setup function
 setup(
     name='selfcheckgpt',
-    version='0.1.0',
+    version='0.1.1',
     description='SelfCheckGPT - Assessing text-based responses from LLMs',
     long_description=long_description,
     url='https://github.com/potsawee/selfcheckgpt',
@@ -34,5 +34,6 @@
     packages=['selfcheckgpt'],
     classifiers=CLASSIFIERS,
     install_requires=REQUIREMENTS,
-    keywords='selfcheckgpt'
+    keywords='selfcheckgpt',
+    include_package_data=True,
 )