sentence1: in their setting , lda merely serves the purpose of dimensionality reduction , whereas our particular motivation is to use topics as probabilistic indicators for the prediction of attributes .
sentence2: in their setting , lda merely serves the purpose of dimensionality reduction , whereas our particular motivation is to use topics as probabilistic indicators for the prediction of attributes as semantic target categories in adjective-noun composition .