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Hindi Subjective Lexicon : A Lexical Resource for Hindi Polarity ClassificationAuthors: Akshat Bakliwal,Piyush Arora,Vasudeva Varma Conference: The eighth international conference on Language Resources and Evaluation (LREC) Location Istanbul, Turkey. Date: 2012-05-21 Report no: IIIT/TR/2012/14 AbstractWith recent developments in web technologies, percentage web content in Hindi is growing up at a lighting speed. This information can prove to be very useful for researchers, governments and organization to learn what’s on public mind, to make sound decisions. In this paper, we present a graph based wordnet expansion method to generate a full (adjective and adverb) subjective lexicon. We used synonym and antonym relations to expand the initial seed lexicon. We show three different evaluation strategies to validate the lexicon. We achieve 70.4% agreement with human annotators and 79% accuracy on product review classification. Main contribution of our work. 1) Developing a lexicon of adjectives and adverbs with polarity scores using Hindi Wordnet. 2) Developing an annotated corpora of Hindi Product Reviews. Full paper: pdf Centre for Search and Information Extraction Lab |
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