diff --git a/.travis.yml b/.travis.yml
index d67a03955..82e3e87f4 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -4,13 +4,14 @@ python:
   - "3.3"
   - "3.4"
 env:
-  - DJANGO=1.5.5
-  - DJANGO=1.6.1
-  - DJANGO=1.7.0
-  - DJANGO=1.8
-  - DJANGO=1.9
+  - DJANGO="Django>=1.5,<1.6"
+  - DJANGO="Django>=1.6,<1.7"
+  - DJANGO="Django>=1.7,<1.8"
+  - DJANGO="Django>=1.8,<1.9"
+  - DJANGO="Django>=1.9,<1.10"
+  - DJANGO="https://github.com/django/django/archive/master.tar.gz"
 install:
-  - pip install -q Django==$DJANGO --use-mirrors
+  - pip install -q $DJANGO --use-mirrors
   - pip install -e git+https://github.com/kennethreitz/tablib.git#egg=tablib
   - pip install -r requirements/base.txt --use-mirrors
 script:
@@ -18,4 +19,8 @@ script:
 matrix:
   exclude:
     - python: "3.3"
-      env: DJANGO=1.9
+      env: DJANGO="Django>=1.9,<1.10"
+    - python: "3.3"
+      env: DJANGO="https://github.com/django/django/archive/master.tar.gz"
+  allow_failures:
+    - env: DJANGO="https://github.com/django/django/archive/master.tar.gz"
diff --git a/import_export/admin.py b/import_export/admin.py
index a30030287..e0627fb9a 100644
--- a/import_export/admin.py
+++ b/import_export/admin.py
@@ -249,8 +249,9 @@ def import_action(self, request, *args, **kwargs):
         context['opts'] = self.model._meta
         context['fields'] = [f.column_name for f in resource.get_fields()]
 
+        request.current_app = self.admin_site.name
         return TemplateResponse(request, [self.import_template_name],
-                                context, current_app=self.admin_site.name)
+                                context)
 
 
 class ExportMixin(ImportExportMixinBase):
@@ -365,8 +366,9 @@ def export_action(self, request, *args, **kwargs):
 
         context['form'] = form
         context['opts'] = self.model._meta
+        request.current_app = self.admin_site.name
         return TemplateResponse(request, [self.export_template_name],
-                                context, current_app=self.admin_site.name)
+                                context)
 
 
 class ImportExportMixin(ImportMixin, ExportMixin):
diff --git a/import_export/resources.py b/import_export/resources.py
index f5a333e04..184dc025b 100644
--- a/import_export/resources.py
+++ b/import_export/resources.py
@@ -489,7 +489,10 @@ def __new__(cls, name, bases, attrs):
                         verbose_path = ".".join([opts.model.__name__] + attrs[0:i+1])
 
                         try:
-                            f = model._meta.get_field_by_name(attr)[0]
+                            try:
+                                f = model._meta.get_field_by_name(attr)[0]
+                            except AttributeError:  # Django > 1.10
+                                f = model._meta.get_field(attr)
                         except FieldDoesNotExist as e:
                             logging.exception(e)
                             raise FieldDoesNotExist(
diff --git a/tests/settings.py b/tests/settings.py
index 390a632f7..76aac5ebc 100644
--- a/tests/settings.py
+++ b/tests/settings.py
@@ -33,6 +33,17 @@
     'django.middleware.clickjacking.XFrameOptionsMiddleware',
 )
 
+TEMPLATES = [
+    {
+        'BACKEND': 'django.template.backends.django.DjangoTemplates',
+        'DIRS': [],
+        'APP_DIRS': True,
+        'OPTIONS': {
+            'context_processors': {'django.contrib.messages.context_processors.messages',},
+        },
+    },
+]
+
 if os.environ.get('IMPORT_EXPORT_TEST_TYPE') == 'mysql-innodb':
     IMPORT_EXPORT_USE_TRANSACTIONS = True
     DATABASES = {
diff --git a/tox.ini b/tox.ini
index 940f72264..697301a3f 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,5 +1,5 @@
 [tox]
-envlist = py27-1.5, py27-1.6, py33-1.6, py27-1.7, py33-1.7, py34-1.7, py27-1.8, py33-1.8, py34-1.8, py27-1.9, py34-1.9
+envlist = py27-1.5, py27-1.6, py33-1.6, py27-1.7, py33-1.7, py34-1.7, py27-1.8, py33-1.8, py34-1.8, py27-1.9, py34-1.9, py27-dev, py34-dev
 
 [testenv]
 commands=python {toxinidir}/tests/manage.py test core
@@ -76,3 +76,16 @@ deps =
     django==1.9
     -egit+https://github.com/kennethreitz/tablib.git#egg=tablib
     {[testenv]deps}
+
+[testenv:py27-dev]
+basepython = python2.7
+deps =
+    https://github.com/django/django/archive/master.tar.gz
+    {[testenv]deps}
+
+[testenv:py34-dev]
+basepython = python3.4
+deps =
+    https://github.com/django/django/archive/master.tar.gz
+    -egit+https://github.com/kennethreitz/tablib.git#egg=tablib
+    {[testenv]deps}