diff --git a/picard/ui/__init__.py b/picard/ui/__init__.py
index 379099c62..5512f96df 100644
--- a/picard/ui/__init__.py
+++ b/picard/ui/__init__.py
@@ -7,7 +7,7 @@
 # Copyright (C) 2014, 2018 Laurent Monin
 # Copyright (C) 2016-2018 Sambhav Kothari
 # Copyright (C) 2018 Vishal Choudhary
-# Copyright (C) 2019-2020 Philipp Wolfer
+# Copyright (C) 2019-2021 Philipp Wolfer
 #
 # This program is free software; you can redistribute it and/or
 # modify it under the terms of the GNU General Public License
@@ -36,11 +36,15 @@ from picard.config import (
     Option,
     get_config,
 )
+from picard.const import DOCS_BASE_URL
 from picard.const.sys import (
     IS_MACOS,
     IS_WIN,
 )
-from picard.util import restore_method
+from picard.util import (
+    restore_method,
+    webbrowser2,
+)
 
 
 if IS_MACOS:
@@ -105,6 +109,7 @@ class SingletonDialog:
 
 class PicardDialog(QtWidgets.QDialog, PreserveGeometry):
 
+    help_url = None
     flags = QtCore.Qt.WindowSystemMenuHint | QtCore.Qt.WindowTitleHint | QtCore.Qt.WindowCloseButtonHint
 
     def __init__(self, parent=None):
@@ -113,9 +118,21 @@ class PicardDialog(QtWidgets.QDialog, PreserveGeometry):
     def keyPressEvent(self, event):
         if event.matches(QtGui.QKeySequence.Close):
             self.close()
+        elif event.matches(QtGui.QKeySequence.HelpContents) and self.help_url:
+            self.show_help()
         else:
             super().keyPressEvent(event)
 
+    def show_help(self):
+        if self.help_url:
+            url = self.help_url
+            if url.startswith('/'):
+                url = DOCS_BASE_URL + url
+            if url.startswith('goto://'):
+                webbrowser2.goto(url[7:])
+            else:
+                webbrowser2.open(url)
+
 
 # With py3, QObjects are no longer hashable unless they have
 # an explicit __hash__ implemented.
diff --git a/picard/ui/options/dialog.py b/picard/ui/options/dialog.py
index 398cc8ae0..a72a0d825 100644
--- a/picard/ui/options/dialog.py
+++ b/picard/ui/options/dialog.py
@@ -4,7 +4,7 @@
 #
 # Copyright (C) 2006-2008, 2011 Lukáš Lalinský
 # Copyright (C) 2008-2009 Nikolai Prokoschenko
-# Copyright (C) 2008-2009, 2018-2020 Philipp Wolfer
+# Copyright (C) 2008-2009, 2018-2021 Philipp Wolfer
 # Copyright (C) 2011 Pavan Chander
 # Copyright (C) 2011-2012, 2019 Wieland Hoffmann
 # Copyright (C) 2011-2013 Michael Wiencek
@@ -31,7 +31,6 @@
 
 from PyQt5 import (
     QtCore,
-    QtGui,
     QtWidgets,
 )
 
@@ -42,11 +41,7 @@ from picard.config import (
     TextOption,
     get_config,
 )
-from picard.const import DOCS_BASE_URL
-from picard.util import (
-    restore_method,
-    webbrowser2,
-)
+from picard.util import restore_method
 
 from picard.ui import (
     HashableTreeWidgetItem,
@@ -137,7 +132,7 @@ class OptionsDialog(PicardDialog, SingletonDialog):
         self.ui.buttonbox.rejected.connect(self.reject)
         self.ui.reset_all_button.clicked.connect(self.confirm_reset_all)
         self.ui.reset_button.clicked.connect(self.confirm_reset)
-        self.ui.buttonbox.helpRequested.connect(self.help)
+        self.ui.buttonbox.helpRequested.connect(self.show_help)
 
         self.pages = []
         for Page in page_classes:
@@ -175,12 +170,6 @@ class OptionsDialog(PicardDialog, SingletonDialog):
                 self.disable_page(page.NAME)
         self.ui.pages_tree.setCurrentItem(self.default_item)
 
-    def keyPressEvent(self, event):
-        if event.matches(QtGui.QKeySequence.HelpContents):
-            self.help()
-        else:
-            super().keyPressEvent(event)
-
     def switch_page(self):
         items = self.ui.pages_tree.selectedItems()
         if items:
@@ -193,7 +182,8 @@ class OptionsDialog(PicardDialog, SingletonDialog):
         item = self.page_to_item[name]
         item.setDisabled(True)
 
-    def help(self):
+    @property
+    def help_url(self):
         current_page = self.ui.pages_stack.currentWidget()
         url = current_page.HELP_URL
         # If URL is empty, use the first non empty parent help URL.
@@ -201,10 +191,8 @@ class OptionsDialog(PicardDialog, SingletonDialog):
             current_page = self.item_to_page[self.page_to_item[current_page.PARENT]]
             url = current_page.HELP_URL
         if not url:
-            url = DOCS_BASE_URL
-        elif url.startswith('/'):
-            url = DOCS_BASE_URL + url
-        webbrowser2.open(url)
+            url = '/config/configuration.html'
+        return url
 
     def accept(self):
         for page in self.pages:
diff --git a/picard/ui/tagsfromfilenames.py b/picard/ui/tagsfromfilenames.py
index d25e7e3f6..79721fe0f 100644
--- a/picard/ui/tagsfromfilenames.py
+++ b/picard/ui/tagsfromfilenames.py
@@ -37,7 +37,6 @@ from picard.config import (
     get_config,
 )
 from picard.script.parser import normalize_tagname
-from picard.util import webbrowser2
 from picard.util.tags import display_tag_name
 
 from picard.ui import PicardDialog
@@ -100,6 +99,7 @@ class TagMatchExpression:
 class TagsFromFileNamesDialog(PicardDialog):
 
     autorestore = False
+    help_url = 'goto://doc_tags_from_filenames'
 
     options = [
         TextOption("persist", "tags_from_filenames_format", ""),
@@ -134,7 +134,7 @@ class TagsFromFileNamesDialog(PicardDialog):
         self.ui.buttonbox.addButton(StandardButton(StandardButton.CANCEL), QtWidgets.QDialogButtonBox.RejectRole)
         self.ui.buttonbox.accepted.connect(self.accept)
         self.ui.buttonbox.rejected.connect(self.reject)
-        self.ui.buttonbox.helpRequested.connect(self.help)
+        self.ui.buttonbox.helpRequested.connect(self.show_help)
         self.ui.preview.clicked.connect(self.preview)
         self.ui.files.setHeaderLabels([_("File Name")])
         self.files = files
@@ -168,6 +168,3 @@ class TagsFromFileNamesDialog(PicardDialog):
         config = get_config()
         config.persist["tags_from_filenames_format"] = self.ui.format.currentText()
         super().accept()
-
-    def help(self):
-        webbrowser2.goto('doc_tags_from_filenames')