TEAM_CHEN@CC-MMD 2026: Culture-Conditioned Prompting for Zero-Shot Misogynistic Meme Detection — Asymmetric Shifts and a Feminist Probe
CC-MMD 2026 Task B evaluates cross-cultural misogynistic meme detection. We use a fixed zero-shot VLM, Qwen2.5-VL-7B-Instruct, and vary the cultural framing of the prompt. On the English test split, positive prediction rates shift from 60.2% under a generic prompt to 61.9% under an Indian prompt, 55.0% under a Chinese...