From Plausibility to Verifiability: Risk-Controlled Generative OCR for Vision-Language Models. - Weile Gong; Yiping Zuo; Zijian Lu; Xin He 010; Weibei Fan; Lianyong Qi; Shi Jin 002 (CoRR, 2026)