sentence1: davidov et al , 2010 ) used 50 hashtags and 15 emoticons as noisy labels to create a dataset for twitter sentiment classification .
sentence2: davidov et al used 50 hashtags and 15 emoticons as sentiment labels for classification to allow diverse sentiment types for the tweet .