sentence1: passing additional information to a neural network via word-attached features was first introduced by collobert et al as a way to add linguistic annotation for various nlp tasks using feed-forward and convolutional networks .
sentence2: the idea of extracting features for nlp using convolutional dnn was previously explored by collobert et al , in the context of pos tagging , chunking , named entity recognition and semantic role labeling .