For example, given a sentence "The red collar and golden buttons in the shirt form a colorful fashion topic" and the predicted product attribute "Color", it is easy to recognize the value "golden" corresponding to attribute "Color" instead of "Material".
we evaluate the ScalingUp model to predict the value for each given attribute on our dataset, and the result is unsatisfactory.