sentence1: collobert et al used word embeddings as inputs of a multilayer neural network for part-of-speech tagging , chunking , named entity recognition and semantic role labelling .
sentence2: collobert et al used word embeddings as the input of various nlp tasks , including part-of-speech tagging , chunking , ner , and semantic role labeling .