diff --git a/doc/emacs/misc.texi b/doc/emacs/misc.texi
index cef2580f3be..1514e316f8c 100644
--- a/doc/emacs/misc.texi
+++ b/doc/emacs/misc.texi
@@ -162,12 +162,12 @@ List killed groups (@code{gnus-group-list-killed}).
 List zombie groups (@code{gnus-group-list-zombies}).
 
 @kindex u @r{(Gnus Group mode)}
-@findex gnus-group-toggle-subscription
+@findex gnus-group-toggle-subscription-at-point
 @cindex subscribe groups
 @cindex unsubscribe groups
 @item u
 Toggle the subscription status of the group
-(@code{gnus-group-toggle-subscription}) on the current line.
+(@code{gnus-group-toggle-subscription-at-point}) on the current line.
 Invoking this on a killed or zombie group turns it into an
 unsubscribed group.
 
@@ -245,7 +245,7 @@ buffer and typed @kbd{C-s} (@pxref{Incremental Search}).
 
 @kindex M-s M-s @r{(Gnus Summary mode)}
 @findex gnus-summary-search-article-forward
-@item M-s @var{regexp} @key{RET}
+@item M-s M-s @var{regexp} @key{RET}
 Search forward for articles containing a match for @var{regexp}
 (@code{gnus-summary-search-article-forward}).
 
diff --git a/lisp/image.el b/lisp/image.el
index 4e90433411d..18b840a6510 100644
--- a/lisp/image.el
+++ b/lisp/image.el
@@ -495,11 +495,7 @@ automatically scaled up in proportion to the default font.
 
 Value is the image created, or nil if images of type TYPE are not supported.
 
-Images should not be larger than specified by `max-image-size'.
-
-Image file names that are not absolute are searched for in the
-\"images\" sub-directory of `data-directory' and
-`x-bitmap-file-path' (in that order)."
+Images should not be larger than specified by `max-image-size'."
   (let ((data-format
          ;; Pass the image format, if any, if this is data.
          (and data-p (or (plist-get props :format) t))))