diff --git a/jedi/api/completion.py b/jedi/api/completion.py
index ee91025c..4c281cc1 100644
--- a/jedi/api/completion.py
+++ b/jedi/api/completion.py
@@ -99,7 +99,14 @@ class Completion:
         self._call_signatures_method = call_signatures_method
 
     def completions(self):
-        completion_names = self._get_context_completions()
+        leaf = self._module_node.get_leaf_for_position(self._position, include_prefixes=True)
+        string = _extract_string_while_in_string(leaf, self._position)
+        if string is not None:
+            completions = list(file_name_completions(self._evaluator, string, self._like_name))
+            if completions:
+                return completions
+
+        completion_names = self._get_context_completions(leaf)
 
         completions = filter_names(self._evaluator, completion_names,
                                    self.stack, self._like_name)
@@ -108,7 +115,7 @@ class Completion:
                                                   x.name.startswith('_'),
                                                   x.name.lower()))
 
-    def _get_context_completions(self):
+    def _get_context_completions(self, leaf):
         """
         Analyzes the context that a completion is made in and decides what to
         return.
@@ -126,13 +133,6 @@ class Completion:
         grammar = self._evaluator.grammar
         self.stack = stack = None
 
-        leaf = self._module_node.get_leaf_for_position(self._position, include_prefixes=True)
-        string = _extract_string_while_in_string(leaf, self._position)
-        if string is not None:
-            completions = list(file_name_completions(self._evaluator, string, self._like_name))
-            if completions:
-                return completions
-
         try:
             self.stack = stack = helpers.get_stack_at_position(
                 grammar, self._code_lines, leaf, self._position
diff --git a/jedi/api/file_name.py b/jedi/api/file_name.py
index c740baa3..1c375842 100644
--- a/jedi/api/file_name.py
+++ b/jedi/api/file_name.py
@@ -1,17 +1,32 @@
 import os
 
+from jedi._compatibility import FileNotFoundError
 from jedi.evaluate.names import AbstractArbitraryName
+from jedi.api import classes
 
 
 def file_name_completions(evaluator, string, like_name):
+    base_name = os.path.basename(string)
+    like_name = base_name + like_name
+    string = os.path.dirname(string)
+
     base_path = os.path.join(evaluator.project._path, string)
-    print(string, base_path)
-    for name in os.listdir(base_path):
+    try:
+        listed = os.listdir(base_path)
+    except FileNotFoundError:
+        return
+    for name in listed:
         if name.startswith(like_name):
             path_for_name = os.path.join(base_path, name)
             if os.path.isdir(path_for_name):
                 name += os.path.sep
-            yield FileName(evaluator, name)
+
+            yield classes.Completion(
+                evaluator,
+                FileName(evaluator, name),
+                stack=None,
+                like_name_length=len(like_name),
+            )
 
 
 class FileName(AbstractArbitraryName):
diff --git a/jedi/api/keywords.py b/jedi/api/keywords.py
index 10cf28bf..cc301b8d 100644
--- a/jedi/api/keywords.py
+++ b/jedi/api/keywords.py
@@ -1,7 +1,7 @@
 import pydoc
 
 from jedi.evaluate.utils import ignored
-from jedi.evaluate.names import AbstractNameDefinition
+from jedi.evaluate.names import AbstractArbitraryName
 
 try:
     from pydoc_data import topics as pydoc_topics
@@ -19,7 +19,7 @@ def get_operator(evaluator, string, pos):
     return Keyword(evaluator, string, pos)
 
 
-class KeywordName(AbstractNameDefinition):
+class KeywordName(AbstractArbitraryName):
     api_type = u'keyword'
 
     def infer(self):
diff --git a/jedi/evaluate/names.py b/jedi/evaluate/names.py
index 81be899a..b1c2d403 100644
--- a/jedi/evaluate/names.py
+++ b/jedi/evaluate/names.py
@@ -61,8 +61,8 @@ class AbstractNameDefinition(object):
 class AbstractArbitraryName(AbstractNameDefinition):
     """
     When you e.g. want to complete dicts keys, you probably want to complete
-    string literals, which is not really a name, but for Jedi it works the same
-    way
+    string literals, which is not really a name, but for Jedi we use this
+    concept of Name for completions as well.
     """
     is_context_name = False
 
diff --git a/test/test_api/test_completion.py b/test/test_api/test_completion.py
index 293c8577..f907b8c6 100644
--- a/test/test_api/test_completion.py
+++ b/test/test_api/test_completion.py
@@ -169,19 +169,29 @@ def test_keyword_completion(Script, code, has_keywords):
         ('example.py', 'r"comp"', None, ...),
         ('example.py', 'r"tes"', None, ...),
         ('example.py', 'r"tes"', 5, ['t' + s]),
+        ('example.py', 'r" tes"', 6, []),
         ('test%sexample.py' % s, 'r"tes"', 5, ['t' + s]),
         ('test%sexample.py' % s, 'r"test%scomp"' % s, 5, ['t' + s]),
         ('test%sexample.py' % s, 'r"test%scomp"' % s, 11, ['letion' + s]),
-        ('test%sexample.py' % s, 'r"%s"' % join('test', 'completion', 'basi'), 22, ['c.py']),
+        ('test%sexample.py' % s, '"%s"' % join('test', 'completion', 'basi'), 21, ['c.py']),
         ('example.py', 'rb"' + join('..', 'jedi', 'tes'), None, ['t' + s]),
 
         # Absolute paths
         (None, '"' + join(root_dir, 'test', 'test_ca'), None, ['che.py']),
         (None, '"%s"' % join(root_dir, 'test', 'test_ca'), len(root_dir) + 14, ['che.py']),
+
+        # Longer quotes
+        ('example.py', 'r"""test', None, [s]),
+        ('example.py', 'r"""\ntest', None, []),
+        ('example.py', 'u"""tes\n', (1, 7), ['t' + s]),
+        ('example.py', '"""test%stest_cache.p"""' % s, 20, ['y']),
     ]
 )
 def test_file_path_completions(Script, file, code, column, expected):
-    comps = Script(code, path=file, column=column).completions()
+    line = None
+    if isinstance(column, tuple):
+        line, column = column
+    comps = Script(code, path=file, line=line, column=column).completions()
     if expected == ...:
         assert len(comps) > 100  # This is basically global completions.
     else: