diff --git a/CHANGELOG b/CHANGELOG
index ef75fed8f..8b4fc232b 100644
--- a/CHANGELOG
+++ b/CHANGELOG
@@ -1,3 +1,6 @@
+Version 2020.08.28
+* Let multiple PyTDFunction signatures match when *args/**kwargs is present.
+
 Version 2020.08.17
 * Allow `# type: ignore` in more places in pyi files.
 * Support TypedDict function-based syntax in pyi files.
diff --git a/pytype/__version__.py b/pytype/__version__.py
index 965102cab..f4d906473 100644
--- a/pytype/__version__.py
+++ b/pytype/__version__.py
@@ -1,2 +1,2 @@
 # pylint: skip-file
-__version__ = '2020.08.17'
+__version__ = '2020.08.28'
diff --git a/pytype/pyi/parser.py b/pytype/pyi/parser.py
index 2c9d1efdb..e659d0b8d 100644
--- a/pytype/pyi/parser.py
+++ b/pytype/pyi/parser.py
@@ -1304,10 +1304,13 @@ def parse_string(src, python_version, name=None, filename=None, platform=None):
 
 
 def parse_file(filename, python_version, name=None, platform=None):
+  src = read_file(filename)
+  return parse_string(src, python_version, name, filename, platform)
+
+
+def read_file(filename):
   with open(filename, "r") as fi:
-    src = fi.read()
-  return _Parser(version=python_version, platform=platform).parse(
-      src, name, filename)
+    return fi.read()
 
 
 def canonical_pyi(pyi, python_version, multiline_args=False):