Index: wp-admin/includes/class-wp-comments-list-table.php
===================================================================
--- wp-admin/includes/class-wp-comments-list-table.php	(revision 39142)
+++ wp-admin/includes/class-wp-comments-list-table.php	(working copy)
@@ -583,7 +583,7 @@
 		if ( 'spam' !== $the_comment_status && 'trash' !== $the_comment_status ) {
 			$actions['edit'] = "<a href='comment.php?action=editcomment&amp;c={$comment->comment_ID}' aria-label='" . esc_attr__( 'Edit this comment' ) . "'>". __( 'Edit' ) . '</a>';
 
-			$format = '<a data-comment-id="%d" data-post-id="%d" data-action="%s" class="%s" aria-label="%s" href="#">%s</a>';
+			$format = '<button data-comment-id="%d" data-post-id="%d" data-action="%s" class="%s button-link" aria-label="%s">%s</button>';
 
 			$actions['quickedit'] = sprintf( $format, $comment->comment_ID, $comment->comment_post_ID, 'edit', 'vim-q comment-inline', esc_attr__( 'Quick edit this comment inline' ), __( 'Quick&nbsp;Edit' ) );