Ran into an issue when mapping new taxonomy terms that contain HTML entities. The entities weren't be converted into their corresponding characters and making the new taxonomy term messy. Processing the name of the term with html_entity_decode on line 83 of feedapi_mapper_taxonomy.inc seems to have fixed the issue. The new line looks like this:

$new_term['name'] = html_entity_decode($term);