In the DRF version 3.6.3 this worked for me
class ItemSerializer(serializers.ModelSerializer):
category_name = serializers.CharField(source="category.name")
class Meta:
model = Item
fields = ('id', 'name', 'category_name')
More info can be found here: Serializer Fields core arguments