diff --git a/docs/scripts/autorefs/plugin.py b/docs/scripts/autorefs/plugin.py
index c4ac6a3a0..7f76e8be5 100644
--- a/docs/scripts/autorefs/plugin.py
+++ b/docs/scripts/autorefs/plugin.py
@@ -16,17 +16,16 @@
 this plugin searches for references of the form `[identifier][]` or `[title][identifier]` that were not resolved,
 and fixes them using the previously stored identifier-URL mapping.
 """
-
 import contextlib
 import functools
 import logging
+import os
 import re
 from html import escape, unescape
 from typing import Any, Callable, Dict, List, Match, Optional, Sequence, Tuple, Union
 from urllib.parse import urlsplit
 from xml.etree.ElementTree import Element
 
-import pathspec
 from markdown import Markdown
 from markdown.extensions import Extension
 from markdown.inlinepatterns import REFERENCE_RE, ReferenceInlineProcessor
@@ -278,35 +277,32 @@ def __init__(self) -> None:
     def priority_patterns(self):
         if self._priority_patterns is None:
             self._priority_patterns = [
-                pathspec.patterns.GitWildMatchPattern(pat)
-                for pat in self.config.get("priority")
+                os.path.join("/", pat) for pat in self.config.get("priority")
             ]
         return self._priority_patterns
 
-    def register_anchor(self, page: str, identifier: str):
+    def register_anchor(self, url: str, identifier: str):
         """Register that an anchor corresponding to an identifier was encountered when rendering the page.
 
         Arguments:
-            page: The relative URL of the current page. Examples: `'foo/bar/'`, `'foo/index.html'`
+            url: The relative URL of the current page. Examples: `'foo/bar/'`, `'foo/index.html'`
             identifier: The HTML anchor (without '#') as a string.
         """
+
         if identifier in self._url_map:
+            old_url = os.path.join("/", self._url_map[identifier])
             rev_patterns = list(enumerate(self.priority_patterns))[::-1]
             old_priority_idx = next(
-                (
-                    i
-                    for i, pat in rev_patterns
-                    if pat.match_file(self._url_map[identifier])
-                ),
+                (i for i, pat in rev_patterns if re.match(pat, old_url)),
                 len(rev_patterns),
             )
             new_priority_idx = next(
-                (i for i, pat in rev_patterns if pat.match_file(page)),
+                (i for i, pat in rev_patterns if re.match(pat, url)),
                 len(rev_patterns),
             )
             if new_priority_idx >= old_priority_idx:
                 return
-        self._url_map[identifier] = f"{page}#{identifier}"
+        self._url_map[identifier] = f"{url}#{identifier}"
 
     def register_url(self, identifier: str, url: str):
         """Register that the identifier should be turned into a link to this URL.
@@ -418,10 +414,10 @@ def on_page_content(
                 f"{__name__}: Mapping identifiers to URLs for page {page.file.src_path}"
             )
             for item in page.toc.items:
-                self.map_urls(page.url, item)
+                self.map_urls(page, item)
         return html
 
-    def map_urls(self, base_url: str, anchor: AnchorLink) -> None:
+    def map_urls(self, page: Page, anchor: AnchorLink) -> None:
         """Recurse on every anchor to map its ID to its absolute URL.
 
         This method populates `self.url_map` by side-effect.
@@ -430,9 +426,10 @@ def map_urls(self, base_url: str, anchor: AnchorLink) -> None:
             base_url: The base URL to use as a prefix for each anchor's relative URL.
             anchor: The anchor to process and to recurse on.
         """
-        self.register_anchor(base_url, anchor.id)
+        abs_url = os.path.join("/", page.file.url)
+        self.register_anchor(abs_url, anchor.id)
         for child in anchor.children:
-            self.map_urls(base_url, child)
+            self.map_urls(page, child)
 
     def on_post_page(
         self, output: str, page: Page, **kwargs
diff --git a/docs/scripts/griffe_ext.py b/docs/scripts/griffe_ext.py
index 9f8fd5af4..8cd495a99 100644
--- a/docs/scripts/griffe_ext.py
+++ b/docs/scripts/griffe_ext.py
@@ -1,12 +1,24 @@
 import ast
 import importlib
 import inspect
+import logging
 import sys
 from typing import Union
 
 import astunparse
-from griffe import Extension, Object, ObjectNode, get_logger
+from griffe import Extension, Object, ObjectNode
 from griffe.docstrings.dataclasses import DocstringSectionParameters
+from griffe.expressions import Expr
+from griffe.logger import patch_loggers
+
+
+def get_logger(name):
+    new_logger = logging.getLogger(name)
+    new_logger.setLevel("ERROR")
+    return new_logger
+
+
+patch_loggers(get_logger)
 
 logger = get_logger(__name__)
 
@@ -98,5 +110,7 @@ def on_instance(self, node: Union[ast.AST, ObjectNode], obj: Object) -> None:
         for param in param_section.value:
             if param.name in defaults:
                 param.default = str(defaults[param.name])
+            if isinstance(param.default, Expr):
+                continue
             if param.default is not None and len(param.default) > 50:
                 param.default = param.default[: 50 - 3] + "..."
diff --git a/mkdocs.yml b/mkdocs.yml
index 952b33115..e34b2c798 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -173,7 +173,7 @@ plugins:
   - search
   - autorefs:
       priority:
-        - '*'
+        - .*
         - reference
   - mkdocstrings:
       enable_inventory: true