diff --git a/.github/workflows/pypi-publish.yml b/.github/workflows/pypi-publish.yml
new file mode 100644
index 00000000..16e60fb6
--- /dev/null
+++ b/.github/workflows/pypi-publish.yml
@@ -0,0 +1,37 @@
+name: PyPI Publish
+
+on:
+  push:
+    branches:
+      - main
+    tags:
+      - v*
+jobs:
+  pypi_publish:
+    name: Upload release to PyPI
+    runs-on: ubuntu-latest
+    environment:
+      name: pypi
+      url: https://pypi.org/p/simuleval
+    permissions:
+      id-token: write
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v2
+
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.x
+
+      - name: Install dependencies
+        run: pip install --upgrade pip setuptools wheel
+
+      - name: Build package
+        run: python setup.py sdist bdist_wheel
+
+      - name: Publish package distributions to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          args: "--use-feature=fast-deploy"
\ No newline at end of file
diff --git a/setup.py b/setup.py
index 64aae337..b7b0b779 100644
--- a/setup.py
+++ b/setup.py
@@ -4,13 +4,22 @@
 # This source code is licensed under the license found in the
 # LICENSE file in the root directory of this source tree.
 
-import setuptools
+from setuptools import setup, find_packages
 
-setuptools.setup(
+with open("README.md", "r") as readme_file:
+    long_description = readme_file.read()
+
+setup(
     python_requires=">3.7.0",
     name="simuleval",
     version="1.1.0",
     author="Xutai Ma",
+    description="SimulEval: A Flexible Toolkit for Automated Machine Translation Evaluation",
+    long_description=long_description,
+    long_description_content_type="text/markdown",
+    homepage="https://github.com/facebookresearch/SimulEval.git",
+    documentation="https://simuleval.readthedocs.io/en/v1.1.0/quick_start.html",
+    license="LICENSE",
     entry_points={
         "console_scripts": [
             "simuleval = simuleval.cli:main",
@@ -32,7 +41,34 @@
         "yt-dlp",
         "pydub",
     ],
-    package=setuptools.find_packages(
+    classifiers=[
+        "Programming Language :: Python :: 3",
+        "License :: OSI Approved :: Apache Software License",
+        "Operating System :: OS Independent",
+        "Development Status :: 4 - Beta",
+    ],
+    keywords=[
+        "SimulEval",
+        "Machine Translation",
+        "Evaluation",
+        "Metrics",
+        "BLEU",
+        "TER",
+        "METEOR",
+        "chrF",
+        "RIBES",
+        "WMD",
+        "Embedding Average",
+        "Embedding Extrema",
+        "Embedding Greedy",
+        "Embedding Average",
+        "SimulEval",
+        "SimulEval_Testing_Package_1",
+        "facebookresearch",
+        "facebook",
+        "Meta-Evaluation",
+    ],
+    packages=find_packages(
         exclude=[
             "examples",
             "examples.*",
@@ -40,4 +76,6 @@
             "docs.*",
         ]
     ),
+    setup_requires=["setuptools_scm"],
+    use_scm_version=True,
 )