Why Fine-Tuning Encourages Hallucinations and How to Fix It. - Guy Kaplan; Zorik Gekhman; Zhen Zhu 006; Lotem Rozner; Yuval Reif; Swabha Swayamdipta; Derek Hoiem; Roy Schwartz 001 (CoRR, 2026)