diff --git a/docs/changelog.rst b/docs/changelog.rst
index a79d33d..bc242ab 100644
--- a/docs/changelog.rst
+++ b/docs/changelog.rst
@@ -20,6 +20,7 @@ Changes in git
 * Using ``base_model`` on the polymorphic admins is no longer required, as this can be autodetected.
 * Fixed manager errors for swappable models.
 * Fixed deleteText of ``|as_script_options`` template filter.
+* Fixed ``.filter(applabel__ModelName___field=...)`` lookups.
 * Improved ``polymorphic.utils.reset_polymorphic_ctype()`` to accept models in random ordering.
 * Fix fieldsets handling in the admin (``declared_fieldsets`` is removed since Django 1.9)
 
diff --git a/polymorphic/query_translate.py b/polymorphic/query_translate.py
index db184ca..278b57d 100644
--- a/polymorphic/query_translate.py
+++ b/polymorphic/query_translate.py
@@ -7,6 +7,7 @@ from __future__ import absolute_import
 import copy
 from functools import reduce
 
+from django.apps import apps
 from django.contrib.contenttypes.models import ContentType
 from django.db import models
 from django.db.models.fields.related import ForeignObjectRel, RelatedField
@@ -142,7 +143,7 @@ def translate_polymorphic_field_path(queryset_model, field_path):
     if '__' in classname:
         # the user has app label prepended to class name via __ => use Django's get_model function
         appname, sep, classname = classname.partition('__')
-        model = models.get_model(appname, classname)
+        model = apps.get_model(appname, classname)
         assert model, 'PolymorphicModel: model %s (in app %s) not found!' % (model.__name__, appname)
         if not issubclass(model, queryset_model):
             e = 'PolymorphicModel: queryset filter error: "' + model.__name__ + '" is not derived from "' + queryset_model.__name__ + '"'
diff --git a/polymorphic/tests/test_orm.py b/polymorphic/tests/test_orm.py
index 5157b3c..f3da078 100644
--- a/polymorphic/tests/test_orm.py
+++ b/polymorphic/tests/test_orm.py
@@ -566,6 +566,18 @@ class PolymorphicTests(TransactionTestCase):
             ordered=False,
         )
 
+    def test_polymorphic_applabel___filter(self):
+        self.create_model2abcd()
+
+        assert Model2B._meta.app_label == 'tests'
+        objects = Model2A.objects.filter(Q(tests__Model2B___field2='B2') | Q(tests__Model2C___field3='C3'))
+        self.assertQuerysetEqual(
+            objects,
+            [Model2B, Model2C],
+            transform=lambda o: o.__class__,
+            ordered=False,
+        )
+
     def test_query_filter_exclude_is_immutable(self):
         # given
         q_to_reuse = Q(Model2B___field2='something')