Controllable Image Captioning with Prompt-Conditioned Scene Rewards

Jongyeop Hyun, Taeyoung Kim, Hyounghun Kim

Large Vision-Language Models produce fluent image descriptions but offer limited semantic control: users cannot reliably specify whether captions should emphasize attributes, relat…