… unsupervised approach for summarizing diverse opinion tweets … hashtags into coherent
topics and further summarize tweets … We next highlight the evaluation technique to observe the …

… with 5 hashtags and ten additional text terms using the Twitter … adequate measure for evaluating
a summarization system. … the proposed summarization system from diverse perspectives…

… of CMiner is a microblog topic denoted by a hashtag. We first … 7.3 Evaluation of Opinion
Summarization After clustering the … the diversity issue of opinion targets in a microblog topic, we …

… , different summarization methods typically choose diverse … summarization techniques
are probably going to assess the … In this section an extractive ranking based summarization …

… The main contributions of this work are summarized as … We believe that the diversity of the
image types and sources … data collection crawled from live microblog services to evaluate the …

… The obtained summarization results are evaluated using the … submitted by diverse users,
microblogging sites, such as … Using this, we have removed the URLs, hashtags, mentions. …

… , we propose to evaluate summarization algorithms from a … tweets containing the hashtag
#MeToo using the Twitter Search … increase diversity in the summary, including textual units from …

… a large and diverse amount of information ranging from daily-… performed lower casing and
removing hashtags, hyperlinks, and … Our system has been evaluated by the SMERP 2017 data …

… the coverage and diversity of summary tweets simultaneously. … the query set by using the
extended set of hashtags to retrieve … We use three basic measures to evaluate the quality of the …

… in 48 expert summaries; • We empirically evaluate the proposed … diversity challenges of
summarization in social media from … According to the hashtags, we extract twelve popular topics …