9. The method as claimed in claim 2 , wherein said source domain includes multi-labeled text document examples, and said abbreviated target domain text documents include one or more of: a web page of limited character length, a mobile text message of limited character length, an instant message of limited character length, an online blog of limited character length, a tweet, a weblink, a paper abstract, and, a newsfeed.
10. The method as claimed in claim 9 , wherein a source domain dataset includes one or more webpages tagged using a social bookmarking tool; and, said abbreviated target domain text documents of limited character length ranges from between 20-140 characters.