AMIRA uses punctuation as an indicator for a new token so replies, mentions, retweets and hashtags in tweets are broken into the indicator part (@ for replies, mentions and retweets and # for hashtags) and the remainder of them.
there is a need for a POS tagger which should take into consideration the characteristics of Arabic tweets and yield acceptable results.