sentence1: in particular , collobert et al and turian et al learn word embeddings to improve the performance of in-domain pos tagging , named entity recognition , chunking 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 .