sentence1: wei and gao derived external features based on a collection of relevant tweets to assist the ranking of the original sentences for highlight generation .
sentence2: wei and gao derived external features based on the relevant tweet collection to assist the ranking of the original sentences for extractive summarization in a fashion of supervised machine learning .