diff --git a/src/iamsystem/matcher/strategy.py b/src/iamsystem/matcher/strategy.py
index a6595b3..984eaaa 100644
--- a/src/iamsystem/matcher/strategy.py
+++ b/src/iamsystem/matcher/strategy.py
@@ -79,15 +79,7 @@ def detect(
                         count_not_stopword=count_not_stopword,
                     )
                     new_trans.append(next_trans)
-                    # Why 'next_trans not in transitions:
-                    # Don't create multiple annotations for the same transition
-                    # For example 'cancer cancer' with keyword 'cancer':
-                    # if an annotation was created for the first 'cancer'
-                    # occurent, don't create a new one of the second occurence.
-                    if (
-                        next_node.is_a_final_state()
-                        and next_trans not in transitions
-                    ):
+                    if next_node.is_a_final_state():
                         annot = create_annot(
                             last_trans=next_trans, stop_tokens=stop_tokens
                         )
@@ -183,19 +175,11 @@ def detect(
                     )
                     new_trans.add(next_trans)
             for trans in new_trans:
-                # create an annotation if:
-                # 1) node is a final state
-                # 2) an annotation wasn't created yet for this state:
-                # 2.1 there is no previous 'none-obsolete state'.
                 if trans.node.is_a_final_state():
-                    old_trans = transitions.get(trans.id, None)
-                    if old_trans is None or old_trans.is_obsolete(
-                        count_not_stopword=count_not_stopword, w=w
-                    ):
-                        annot = create_annot(
-                            last_trans=trans, stop_tokens=stop_tokens
-                        )
-                        annots.append(annot)
+                    annot = create_annot(
+                        last_trans=trans, stop_tokens=stop_tokens
+                    )
+                    annots.append(annot)
                 for nexttoken in trans.node.get_children_tokens():
                     avaible_trans[nexttoken].add(trans.id)
                 transitions[trans.id] = trans
diff --git a/tests/test_matcher.py b/tests/test_matcher.py
index f6e513e..186e40c 100644
--- a/tests/test_matcher.py
+++ b/tests/test_matcher.py
@@ -211,28 +211,36 @@ def test_duplicate_states_generate_lot_of_overlaps(self):
         If the algorithm takes all possible paths then it outputs 16
         annotations. By storing algorithms' states in a set rather than in
         an array, an existing state is replaced.
+        New behavior due to
+        https://github.com/scossin/iamsystem_python/issues/18 issue:
+        two annotations are created since prostate is repeated.
         """
         matcher = Matcher.build(keywords=["cancer de la prostate"], w=3)
         annots = matcher.annot_text(
             text="cancer cancer de de la la prostate prostate"
         )
-        self.assertEqual(len(annots), 1)
+        self.assertEqual(len(annots), 2)
         self.assertEqual(
             str(annots[0]),
             "cancer de la prostate	7 13;17 19;23 34	cancer de la prostate",
         )
 
-    def test_duplicate_states_annotations_created(self):
-        """Check it creates two annotations, one for the first occurence of
-        'cancer', the next one using the last occurence of 'cancer'."""
+    def test_states_override(self):
+        """States overriding avoid multiple overlapping.
+        See https://github.com/scossin/iamsystem_python/issues/11
+        Here it creates three annotations: 1) first occurence of
+        'cancer', 2) second occurence of cancer, 3) a single annotation for
+        cancer de la prostate (state 'cancer' overrides the previous ones).
+        """
         matcher = Matcher.build(
             keywords=["cancer", "cancer de la prostate"], w=10
         )
         annots = matcher.annot_text(text="cancer cancer cancer de la prostate")
-        self.assertEqual(len(annots), 2)
+        self.assertEqual(len(annots), 3)
         self.assertEqual(str(annots[0]), "cancer	0 6	cancer")
+        self.assertEqual(str(annots[1]), "cancer	7 13	cancer")
         self.assertEqual(
-            str(annots[1]),
+            str(annots[2]),
             "cancer de la prostate	14 35	cancer de la prostate",
         )
 
@@ -566,12 +574,21 @@ def test_repeated_words(self):
         """Check repeated words are annotated multiple times.
         https://github.com/scossin/iamsystem_python/issues/18
         """
-        from iamsystem import Matcher
-
         matcher = Matcher.build(keywords=["cancer"])
         annots = matcher.annot_text(text="cancer cancer")
         self.assertEqual(2, len(annots))
 
+    def test_repeated_words_large_window(self):
+        """Check repeated words are annotated multiple times with the large
+        window strategy.
+        https://github.com/scossin/iamsystem_python/issues/18
+        """
+        matcher = Matcher.build(
+            keywords=["cancer"], strategy=EMatchingStrategy.LARGE_WINDOW
+        )
+        annots = matcher.annot_text(text="cancer cancer")
+        self.assertEqual(2, len(annots))
+
 
 if __name__ == "__main__":
     unittest.main()