Author

Jian Qin

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Preprint Aug 2026

Entity-Faithful Repair of Synthetic Supervision for Zero-Shot Image Captioning

ReCap is a plug-and-play framework that shifts synthetic data refinement from implicit global matching to explicit fine-grained realignment, and enforces entity-level correspondence by using detected image-supported entities to guide caption rewriting, yielding more faithful synthetic supervision.

Zhiyue Liu, Wenkai Zhou, Jian Qin et al. · 0 citations