FaithRewriter is a prompt-enhancement framework that uses an MLLM-generated image as a visual anchor to guide LLM-based rewriting, producing prompts more faithful to user intent than fluency-only baselines.
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Seeing is Believing: Aligning Prompt Rewriting with Visual Anchors for Text-to-Image Generation
FaithRewriter is a prompt-enhancement framework that uses an MLLM-generated image as a visual anchor to guide LLM-based rewriting, producing prompts more faithful to user intent than fluency-only baselines.