In six VQA benchmarks, models can often choose the correct option from image plus options alone, and the GroundAttack toolkit generates visually plausible hard negatives to remove this shortcut.
Lawrence Zitnick, and Devi Parikh
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Mitigating Easy Option Bias in Multiple-Choice Question Answering
In six VQA benchmarks, models can often choose the correct option from image plus options alone, and the GroundAttack toolkit generates visually plausible hard negatives to remove this shortcut.