Forgetting: A New Mechanism Towards Better Large Language Model Fine-tuning. - Ali Taheri Ghahrizjani; Alireza Taban; Shanshan Ye; Abdolreza Mirzaei; Tongliang Liu; Bo Han 003 (CoRR, 2025)