This pilot clinical trial studies how well acceptance and commitment therapy works in improving well-being in patients with stage III-IV cancer and their partners. Learning how to accept negative thoughts and feelings and how to live in the present without worrying about the future or past may improve coping skills in patients with stage III-IV cancer and their partners.