diff --git a/src/rougail/annotator/__init__.py b/src/rougail/annotator/__init__.py
index 3660b1d5f..74d4c0518 100644
--- a/src/rougail/annotator/__init__.py
+++ b/src/rougail/annotator/__init__.py
@@ -37,16 +37,23 @@ def get_level(module):
     return module.level
 
 
-def get_annotators(annotators, module_name):
-    annotators[module_name] = []
+def get_annotators(annotators, module_name, file_name=None):
+    if file_name is None:
+        _module_name = module_name
+    else:
+        _module_name = module_name + "." + file_name
+        full_file_name = f"/{file_name}.py"
+    annotators[_module_name] = []
     for pathobj in importlib.resources.files(module_name).iterdir():
         path = str(pathobj)
         if not path.endswith(".py") or path.endswith("__.py"):
             continue
+        if file_name is not None and not path.endswith(full_file_name):
+            continue
         module = load_modules(module_name, path)
         if "Annotator" not in dir(module):
             continue
-        annotators[module_name].append(module.Annotator)
+        annotators[_module_name].append(module.Annotator)
 
 
 class SpaceAnnotator:  # pylint: disable=R0903
@@ -66,7 +73,7 @@ class SpaceAnnotator:  # pylint: disable=R0903
             get_annotators(ANNOTATORS, extra_annotator)
         for plugin in objectspace.plugins:
             try:
-                get_annotators(ANNOTATORS, f"rougail.{plugin}.annotator")
+                get_annotators(ANNOTATORS, f"rougail.{plugin}", "annotator")
             except ModuleNotFoundError:
                 pass
         annotators = ANNOTATORS["rougail.annotator"].copy()