sentence1: collobert et al used word embeddings as the input of various nlp tasks , including part-of-speech tagging , chunking , ner , and semantic role labeling .
sentence2: collobert et al showed that a neural model could achieve close to state-of-the-art results in part of speech tagging and chunking by relying almost only on word embeddings learned with a language model .