Edit Link breaks on sites with home directories in other folders

I have a drupal install located in a folder in localhost, 'localhost/drupal/', so my site's home page is 'localhost/drupal', and editing reviews would be at 'localhost/drupal/node/NID/edit-review/RID'. However, the edit link on the reviews isn't generated safely, so the edit link is '/node/107/edit-review/1', which then becomes only 'localhost/node/107/edit-review/1', resutling in a 404 error.