@article{counteringtheoverreliancetrapmitigatingo, title = {Countering the Over-Reliance Trap: Mitigating Object Hallucination for LVLMs via a Self-Validation Framework}, author = {Shiyu Liu and Xinyi Wen and Zhibin Lan and Ante Wang and Jinsong Su}, year = {2026}, eprint = {2601.22451}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.22451}, }