Author

Boxin Chang

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Preprint Jul 2026

Debiasing Text-to-Image Evaluation via Implicit Cultural Alignment Reward Modeling

An Implicit Cultural Alignment Reward Model built upon a lightweight 4.2-billion-parameter Multimodal Large Language Model (MLLM) integrated with a Skip-connection Cross-Attention mechanism, enabling late-stage semantic features to directly attend to early-stage visual representations and better preserve culturally salient details.

Boxin Chang, Yu-Chih Chen · 0 citations